CCSP 2026 Flashcards: August Exam Outline Review

A 340-card, six-domain review for the CCSP outline effective August 1, 2026, including cloud AI/ML, dataset, model, and LLM application security.

O tomto balíčku

This 340-card deck reviews all six domains in the English CCSP exam outline effective August 1, 2026: Cloud Concepts, Architecture and Design; Cloud Data Security; Cloud Platform and Infrastructure Security; Cloud Application Security; Cloud Security Operations; and Legal, Risk and Compliance.

What you'll retrieve

  • Separate cloud service, deployment, architecture, data, identity, assurance, operations, risk, privacy, audit, and contract concepts that are easy to confuse.
  • Map customer, provider, security, data, privacy, audit, incident, and vendor roles to their primary responsibility boundary.
  • Choose a practical control for a short cloud scenario, then state the risk or failure mode it chiefly addresses.
  • Make focused architecture, lifecycle, recovery, testing, monitoring, service-management, and outsourcing decisions from stated requirements, including service-level management, availability management, Quality Assurance, audit planning, and provider-risk assessment.
  • Recognize revised AI and ML concerns across cloud threat detection, dataset and model privacy, data and model poisoning, provenance, model inversion and extraction, human oversight, and LLM application risks.

Selected reverse and contrast prompts are included where they improve retrieval, such as elasticity versus scalability, portability versus interoperability, RTO versus RPO, hashing versus encryption, controller versus processor, IDS versus IPS, and incident versus problem management. The deck does not mechanically reverse every fact.

Exam-format multiple choice, memorized answer patterns, dumps, vendor-console trivia, copied course wording, and legal advice are excluded. The cards do not reproduce real or simulated ISC2 exam items. They also stay outside deep cryptographic mathematics, product-specific implementation recipes, and specialist AI research that does not change a cloud-security control decision.

The order is deliberate. Each domain advances through short, coherent topic tracks from prerequisite concepts and responsibility boundaries to controls and applied decisions. The final 340-card sequence was reviewed as one topic-progressive order, with identified forward, reverse, near-duplicate, and answer-cue variants deliberately separated to reduce short-range cueing. Its topic tracks are interleaved so the sequence does not become a concept run followed by role, control, and decision runs. Domain 1 establishes cloud characteristics, actors, service and deployment models, secure design, provider evidence, and AI governance. Domain 2 follows data through flows, storage, protection, discovery, classification, rights, retention, evidence, and dataset or model risk. Domains 3 and 4 apply those foundations to infrastructure, resilience, secure development, software supply chains, APIs, LLM applications, and IAM. Domains 5 and 6 close with secure operations, monitoring, incident response, forensics, law, privacy, audit, enterprise risk, and contracts.

Reviewed for the CCSP outline effective August 1, 2026. Coverage was bounded by the official English exam outline PDF, the ISC2 outline page, and ISC2's June 2026 revision notice. NIST and OWASP primary publications were used to check standard control and AI/application-security distinctions.

Every prompt, answer, explanation, sequence choice, and metadata field was independently written from common cloud-security knowledge. The CC0 label applies to that original expression, organization, metadata, and generated cover to the extent applicable rights exist; it does not claim ownership of facts, standards, certification marks, or third-party material.

This is an independently authored, unofficial educational deck by Flashcards Open Source App. It is not affiliated with, sponsored by, or endorsed by ISC2. CCSP is a registered certification mark of ISC2. No ISC2 exam questions, answer keys, course text, outline prose, logos, badges, or trade dress were copied.

Kartičky v tomto balíčku

  1. Kartička 1

    Otázka

    What makes a computing environment a cloud rather than ordinary hosted infrastructure?

    Odpoveď

    It provides shared, configurable resources on demand with rapid provisioning and minimal provider interaction. A hosted server without those operating characteristics is not automatically a cloud.

  2. Kartička 2

    Otázka

    What is the security significance of broad network access?

    Odpoveď

    Services are reachable through standard network mechanisms from varied clients. That reach increases the need for strong identity, transport protection, and endpoint-aware access.

  3. Kartička 3

    Otázka

    How do resource pooling and multi-tenancy differ?

    Odpoveď

    Resource pooling dynamically assigns shared capacity; multi-tenancy lets multiple customers use that shared environment with logical isolation. Pooling is the allocation model, while multi-tenancy is the customer-sharing model.

  4. Kartička 4

    Otázka

    What separates elasticity from scalability?

    Odpoveď

    Elasticity adjusts capacity with demand; scalability is the ability to handle growth by adding or changing capacity. Elasticity stresses timely adjustment, often in both directions.

  5. Kartička 5

    Otázka

    What does measured service provide?

    Odpoveď

    Metered visibility into resource consumption. The measurements support billing, capacity decisions, anomaly detection, and accountability.

  6. Kartička 6

    Otázka

    What does on-demand self-service let a cloud customer do?

    Odpoveď

    Provision needed capabilities without waiting for a provider employee. Policy and quota controls can still constrain the request.

  7. Kartička 7

    Otázka

    What does virtualization contribute to cloud computing?

    Odpoveď

    It abstracts physical resources into isolated, assignable compute, storage, or network units. Orchestration turns those units into an on-demand service.

  8. Kartička 8

    Otázka

    What remains the cloud customer's responsibility in every service category?

    Odpoveď

    Governing its identities, data, configuration choices, and lawful use. The exact technical boundary changes, but accountability does not vanish when infrastructure is outsourced.

  9. Kartička 9

    Otázka

    What does a cloud service broker add?

    Odpoveď

    Intermediation, aggregation, or management across cloud services. A broker may compare, combine, or govern services without owning their underlying infrastructure.

  10. Kartička 10

    Otázka

    What is a regulator's cloud-security role?

    Odpoveď

    Set or enforce legal and regulatory obligations that apply to the service and its data. The customer must map those duties into provider selection, controls, and evidence.

  11. Kartička 11

    Otázka

    What is the cloud service provider's core responsibility?

    Odpoveď

    Deliver the contracted cloud capabilities and secure the layers assigned to it. The service model and contract define the boundary.

  12. Kartička 12

    Otázka

    What is orchestration in a cloud environment?

    Odpoveď

    Coordinated automation of provisioning, configuration, scaling, and lifecycle actions across resources. It applies policy consistently across many components.

  13. Kartička 13

    Otázka

    What capability does SaaS give the customer?

    Odpoveď

    Use of a provider-run application. The customer mainly manages users, data, and allowed configuration rather than the platform beneath it.

  14. Kartička 14

    Otázka

    Which four deployment models does NIST SP 800-145 define?

    Odpoveď

    Public, private, community, and hybrid cloud. Multi-cloud describes using more than one cloud provider or service environment; it is distinct from NIST's canonical four-model taxonomy.

  15. Kartička 15

    Otázka

    How do portability and interoperability differ?

    Odpoveď

    Portability moves a workload or data between environments; interoperability lets different environments exchange and use information or services. One reduces switching friction, while the other supports cooperation.

  16. Kartička 16

    Otázka

    What does a cloud service partner do?

    Odpoveď

    Supports or enhances cloud service delivery, use, or assurance. Examples include auditors, integrators, and developers acting beside the customer and provider.

  17. Kartička 17

    Otázka

    Who controls user entitlements inside a SaaS tenant?

    Odpoveď

    The customer organization. The provider supplies the application and access mechanisms, but the customer decides which of its users need which privileges.

  18. Kartička 18

    Otázka

    When is hybrid cloud a better description than multi-cloud?

    Odpoveď

    When the architecture deliberately combines distinct private and public environments. Multi-cloud focuses on using multiple cloud services or providers and may contain no private cloud.

  19. Kartička 19

    Otázka

    What problem does confidential computing address?

    Odpoveď

    Protection of data while it is being processed. Hardware-backed trusted execution environments reduce exposure to the host or platform layer, but do not replace application controls.

  20. Kartička 20

    Otázka

    When does blockchain add useful assurance to a cloud workflow?

    Odpoveď

    When multiple parties need a shared, tamper-evident record without relying on one writer. It does not make source data true, private, lawful, or immune to key and smart-contract failures.

  21. Kartička 21

    Otázka

    When does edge computing improve resilience but complicate security?

    Odpoveď

    When local processing reduces central latency or dependency while distributing data, software, and physical exposure. The decision needs remote attestation, patching, inventory, and failure handling.

  22. Kartička 22

    Otázka

    What does reversibility require in a cloud design?

    Odpoveď

    A practical way to exit or change providers while recovering data, configurations, dependencies, and needed evidence. A theoretical export button is not enough if the result cannot be used elsewhere.

  23. Kartička 23

    Otázka

    What is the first security question before connecting IoT devices to a cloud service?

    Odpoveď

    Can each device be uniquely identified, updated, constrained, and monitored throughout its lifecycle? Cheap connectivity does not offset unmanaged device risk.

  24. Kartička 24

    Otázka

    What capability does PaaS give the customer?

    Odpoveď

    Deployment of customer applications onto a provider-managed platform. The provider runs the underlying infrastructure and runtime, while the customer secures code, data, and configuration.

  25. Kartička 25

    Otázka

    What is a practical cloud decision for quantum-related cryptographic risk today?

    Odpoveď

    Inventory cryptographic dependencies and design for algorithm agility. Replace algorithms according to authoritative migration guidance rather than adopting unreviewed schemes.

  26. Kartička 26

    Otázka

    Which SLA measure is useful only when paired with a clear measurement method and remedy?

    Odpoveď

    Any availability or performance target. Define the service boundary, observation window, exclusions, data source, notification, and remedy before treating the number as assurance.

  27. Kartička 27

    Otázka

    How should a team use a Well-Architected pattern, SANS security principles, or CSA enterprise architecture?

    Odpoveď

    As structured design input mapped to the workload's risks, responsibilities, and evidence. A named framework guides decisions but does not prove that the resulting architecture is secure.

  28. Kartička 28

    Otázka

    What does a FIPS 140 validation establish?

    Odpoveď

    That a named cryptographic module was validated against the stated standard and boundary. It does not prove the surrounding application uses the module safely.

  29. Kartička 29

    Otázka

    Who normally patches the managed runtime in PaaS?

    Odpoveď

    The cloud provider. The customer still owns secure application code, dependencies it supplies, data, identities, and configuration.

  30. Kartička 30

    Otázka

    Who should approve a cloud data classification?

    Odpoveď

    The accountable data owner. Security and privacy teams advise, while custodians implement the handling controls.

  31. Kartička 31

    Otázka

    What should the cloud architect own in secure design?

    Odpoveď

    The documented trust boundaries, security requirements, resilience choices, and responsibility mapping. Operations and product teams then implement and test those decisions.

  32. Kartička 32

    Otázka

    What does DevSecOps change about security ownership?

    Odpoveď

    It makes security a shared, automated part of delivery rather than a final external gate. Product teams still need independent challenge for high-risk decisions.

  33. Kartička 33

    Otázka

    Which controls reduce container escape impact?

    Odpoveď

    Hardened runtimes, minimal privileges, trusted images, isolation boundaries, and prompt patching. Treat a container as a process boundary, not automatically as a security boundary equal to a separate host.

  34. Kartička 34

    Otázka

    Who should own a cloud service's business recovery requirements?

    Odpoveď

    The business or service owner. Technical teams translate the owner's impact tolerance into RTO, RPO, architecture, and tests.

  35. Kartička 35

    Otázka

    What capability does IaaS give the customer?

    Odpoveď

    Provisioning of fundamental compute, storage, and network resources. The customer usually controls operating systems, workloads, and many network settings.

  36. Kartička 36

    Otázka

    Which key-management design limits a cloud provider compromise from exposing customer data?

    Odpoveď

    Separate data from independently controlled encryption keys where the threat model requires it. Access policy, rotation, backup, and recovery for those keys matter as much as their location.

  37. Kartička 37

    Otázka

    What is the safer identity pattern for a cloud workload?

    Odpoveď

    A short-lived, narrowly scoped workload identity. It avoids embedded long-lived credentials and supports rotation and traceability.

  38. Kartička 38

    Otázka

    When can cryptographic erase sanitize cloud data?

    Odpoveď

    When destroying the correct encryption key makes all protected copies computationally unreadable and the encryption implementation is trustworthy. Key copies, snapshots, and replicas must be in scope.

  39. Kartička 39

    Otázka

    What is the first network control for limiting east-west movement between cloud workloads?

    Odpoveď

    Explicit segmentation with deny-by-default rules. Identity-aware policy and traffic telemetry strengthen the boundary; geofencing can add a location condition but cannot replace it.

  40. Kartička 40

    Otázka

    Who normally patches a guest operating system in IaaS?

    Odpoveď

    The cloud customer. The provider secures the underlying facilities and virtualization layer, while the customer manages the guest unless a separate managed service changes that boundary.

  41. Kartička 41

    Otázka

    What is the most important permission control for a serverless function?

    Odpoveď

    A dedicated least-privilege execution identity. Also restrict triggers, secrets, outbound access, and runtime duration; ephemeral execution does not erase external logs, queues, or data.

  42. Kartička 42

    Otázka

    How does immutable infrastructure reduce configuration drift?

    Odpoveď

    Replace changed instances from a controlled image instead of repairing them in place. The image pipeline, secrets, and state stores still need protection.

  43. Kartička 43

    Otázka

    What turns a security baseline into an operating control?

    Odpoveď

    Automated assessment plus timely remediation of deviations. A baseline document alone does not prevent drift.

  44. Kartička 44

    Otázka

    What control keeps protection aligned as cloud data moves through its lifecycle?

    Odpoveď

    Lifecycle-aware policy tied to classification and ownership. Access, encryption, retention, monitoring, and disposal should change with the data's state and purpose.

  45. Kartička 45

    Otázka

    What makes a cloud recovery plan credible?

    Odpoveď

    Regular restore, failover, dependency, and failback tests against business targets. A provider's availability claim does not prove the customer's service can recover.

  46. Kartička 46

    Otázka

    What evidence should be checked first when evaluating a cloud provider?

    Odpoveď

    Evidence mapped to the organization's own requirements and risk criteria. Certifications help only when their scope, period, system, and exceptions cover the intended service.

  47. Kartička 47

    Otázka

    What should drive a cloud BC/DR design before products are selected?

    Odpoveď

    A business impact analysis. It identifies critical services, dependencies, impact over time, and acceptable recovery targets.

  48. Kartička 48

    Otázka

    Who is accountable for approving an AI model's intended cloud use?

    Odpoveď

    The designated AI or business system owner. Model builders provide evidence, while risk, security, privacy, and legal roles challenge the use against policy.

  49. Kartička 49

    Otázka

    What should be tested before accepting a provider's portability claim?

    Odpoveď

    Export the data and configuration, rebuild elsewhere, and measure missing features, time, cost, and dependencies. Contract wording alone cannot prove reversibility.

  50. Kartička 50

    Otázka

    What control most directly reduces hypervisor compromise risk for a customer?

    Odpoveď

    Use a provider with strong isolation assurance, rapid patching, and evidence for the virtualization layer. The customer cannot harden a provider-managed hypervisor directly.

  51. Kartička 51

    Otázka

    How should CBA and ROI inform a cloud recovery design after the BIA?

    Odpoveď

    CBA compares each option's lifecycle cost with expected benefit; ROI expresses the expected return relative to investment. Neither overrides mandatory duties or the BIA's approved impact tolerance.

  52. Kartička 52

    Otázka

    What control helps validate training or detection data before AI use?

    Odpoveď

    Provenance, integrity checks, schema checks, and approval for the intended source. Statistical anomaly checks can add evidence but should not replace ownership.

  53. Kartička 53

    Otázka

    What is the human reviewer's role in AI-assisted security operations?

    Odpoveď

    Validate consequential findings and actions before relying on them. Automation can rank and enrich signals, but the accountable human handles ambiguity and impact.

  54. Kartička 54

    Otázka

    Why read an assurance report's scope before relying on its conclusion?

    Odpoveď

    The report may exclude the exact service, region, control, subservice, or period you need. Assurance cannot be extended beyond its stated boundary.

  55. Kartička 55

    Otázka

    Which controls make model extraction harder at a cloud API?

    Odpoveď

    Strong access control, rate and budget limits, query monitoring, response minimization, and abuse detection. No single control removes the risk from a publicly queryable model.

  56. Kartička 56

    Otázka

    Why is high predictive accuracy insufficient for a cloud data-science or AI model?

    Odpoveď

    The use can still create unacceptable legal, privacy, fairness, security, safety, or operational risk. Accuracy is one quality measure, not automatic authorization to deploy.

  57. Kartička 57

    Otázka

    How should SOAR handle a high-impact containment action?

    Odpoveď

    Use explicit authorization, bounded playbooks, and human approval when impact or uncertainty is high. Automation should be reversible and fully logged.

  58. Kartička 58

    Otázka

    When is Common Criteria evidence relevant to provider evaluation?

    Odpoveď

    When a specific evaluated product and assurance target match the component and threat being assessed. It does not certify an entire cloud service by association.

  59. Kartička 59

    Otázka

    Which data lifecycle sequence is useful for cloud control planning?

    Odpoveď

    Create, store, use, share, archive, and destroy. Real data may move between phases, but each transition needs an owner and handling rule.

  60. Kartička 60

    Otázka

    What is data dispersion in cloud computing?

    Odpoveď

    The distribution of data and copies across systems, regions, media, services, and providers. Replicas, caches, logs, snapshots, and backups all expand the control boundary.

  61. Kartička 61

    Otázka

    What does a cloud data flow describe?

    Odpoveď

    Where data originates, moves, is transformed, is stored, and exits. A useful flow also names trust boundaries, actors, purposes, and protections.

  62. Kartička 62

    Otázka

    How do object and volume storage differ?

    Odpoveď

    Object storage addresses data as objects with metadata; volume storage presents block-like storage to a host. Their access paths, sharing models, snapshots, and permission risks differ.

  63. Kartička 63

    Otázka

    How does ephemeral storage differ from long-term storage?

    Odpoveď

    Ephemeral storage is tied to a short-lived workload or execution; long-term storage is designed to persist independently. Ephemeral does not mean automatically sanitized.

  64. Kartička 64

    Otázka

    What is raw data storage?

    Odpoveď

    Storage of collected data before full cleaning, transformation, or enrichment. Its broad content and uncertain quality make isolation, discovery, provenance, and access control especially important.

  65. Kartička 65

    Otázka

    What makes a data-flow map useful for control design?

    Odpoveď

    It names sources, destinations, transformations, actors, purposes, trust boundaries, and protections. Update it when architecture or processing changes.

  66. Kartička 66

    Otázka

    What should decide whether data may move to another cloud region?

    Odpoveď

    Classification, purpose, residency and transfer rules, contract terms, threat model, and required controls. Region availability alone is not authorization.

  67. Kartička 67

    Otázka

    Which storage type fits immutable, widely shared blobs better than a mounted transactional filesystem?

    Odpoveď

    Object storage. Use volume storage when the workload needs block-style filesystem or database access semantics.

  68. Kartička 68

    Otázka

    A short-lived AI training node is terminated. Why can data risk remain?

    Odpoveď

    Ephemeral compute can leave snapshots, caches, logs, attached volumes, or provider-level remnants. Verify the full storage and key lifecycle, not only instance deletion.

  69. Kartička 69

    Otázka

    What control exposes unknown cloud data stores before they bypass policy?

    Odpoveď

    Continuous asset and data discovery across accounts, regions, services, and shadow paths. Findings need ownership and remediation, not just inventory.

  70. Kartička 70

    Otázka

    What security property does encryption primarily provide?

    Odpoveď

    Confidentiality against parties without the key. Integrity and authenticity require an appropriate authenticated mode or separate mechanism.

  71. Kartička 71

    Otázka

    What does tokenization do?

    Odpoveď

    Replaces sensitive data with a non-sensitive token whose mapping is protected separately. The token can preserve application format while reducing where original data appears.

  72. Kartička 72

    Otázka

    How do structured, semi-structured, and unstructured data differ?

    Odpoveď

    Structured data follows a fixed schema, semi-structured data carries flexible labels or structure, and unstructured data lacks a consistent field model. Discovery needs techniques suited to each form.

  73. Kartička 73

    Otázka

    What is data masking?

    Odpoveď

    A transformation that hides selected data while preserving a usable shape or view. Reversible or weak masking is not anonymization.

  74. Kartička 74

    Otázka

    What does Data Loss Prevention monitor or restrict?

    Odpoveď

    Sensitive-data movement or use across selected channels. DLP depends on discovery, classification, context, coverage, and tuned response.

  75. Kartička 75

    Otázka

    What security property does a cryptographic hash support?

    Odpoveď

    Integrity by detecting change. A plain hash does not hide the input, prove who created it, or prevent guessing of low-entropy values.

  76. Kartička 76

    Otázka

    What does Information Rights Management add beyond storage permissions?

    Odpoveď

    Persistent usage rules attached to protected content, such as view, print, copy, expiry, or revocation. Enforcement still depends on trusted identities, clients, and key services.

  77. Kartička 77

    Otázka

    Where should application secrets be kept?

    Odpoveď

    In a managed secret store with narrow access, audit logs, rotation, and short-lived retrieval. Source code, images, and general configuration files are poor secret stores.

  78. Kartička 78

    Otázka

    What is anonymization trying to achieve?

    Odpoveď

    Make data no longer reasonably linkable to an identifiable person. Re-identification risk must be assessed against auxiliary data and the release context.

  79. Kartička 79

    Otázka

    Why separate key-custodian duties from data administration?

    Odpoveď

    To reduce the chance that one person can both reach ciphertext and independently unlock it. Separation of duties should also cover recovery and emergency access.

  80. Kartička 80

    Otázka

    What control reduces dependence on provider-held encryption keys?

    Odpoveď

    Customer-controlled keys with independent policy and lifecycle management. The choice adds recovery, availability, rotation, and administrator risks that must be designed explicitly.

  81. Kartička 81

    Otázka

    How can tokenization reduce exposure in an application database?

    Odpoveď

    Store tokens in routine workflows and isolate the token vault or mapping service. Access to detokenization should be rarer and more tightly logged.

  82. Kartička 82

    Otázka

    How can a hash support evidence integrity?

    Odpoveď

    Record a strong hash at acquisition and verify it after each transfer or analysis step. Chain-of-custody records explain who handled the evidence and why.

  83. Kartička 83

    Otázka

    What is the safer source for non-production test data?

    Odpoveď

    Synthetic or appropriately transformed data that meets the test need without exposing production identities. Validate re-identification risk before release.

  84. Kartička 84

    Otázka

    What makes DLP enforcement practical instead of noisy?

    Odpoveď

    Accurate discovery and classification, contextual rules, staged response, tuned exceptions, and incident ownership. Blocking every pattern match can disrupt work without reducing real leakage.

  85. Kartička 85

    Otázka

    What enables IRM revocation after a file leaves its original repository?

    Odpoveď

    A trusted client that checks current rights and can no longer obtain the needed key or license. Offline copies and screenshots remain boundary cases.

  86. Kartička 86

    Otázka

    How should cloud data discovery handle false positives?

    Odpoveď

    Route uncertain matches for risk-based validation and tune detection with evidence. Silently discarding them hides coverage gaps; blocking them all creates operational failure.

  87. Kartička 87

    Otázka

    What keeps certificates trustworthy after issuance?

    Odpoveď

    Inventory, protected private keys, renewal, revocation, validation, and monitored expiry. Issuing a certificate is only the start of its lifecycle.

  88. Kartička 88

    Otázka

    What is envelope encryption?

    Odpoveď

    Encrypt data with a data-encryption key, then protect that key with a separate key-encryption key. Rotating or rewrapping the key-encryption key can protect existing data-encryption keys without re-encrypting payload data; replacing a data-encryption key may require payload re-encryption.

  89. Kartička 89

    Otázka

    What is data classification?

    Odpoveď

    Assignment of a sensitivity or business category that drives handling requirements. The category should reflect impact, law, contract, and business need.

  90. Kartička 90

    Otázka

    When is tokenization preferable to ordinary encryption?

    Odpoveď

    When workflows can use a surrogate while original values stay in a tightly isolated mapping service. Encryption is better when authorized systems must recover data directly with keys.

  91. Kartička 91

    Otázka

    Should a password be encrypted or hashed for verification?

    Odpoveď

    Hash it with a password-specific salted, slow derivation function. Reversible encryption creates unnecessary recovery of the original password.

  92. Kartička 92

    Otázka

    When is masking insufficient for a public dataset release?

    Odpoveď

    When remaining fields or external data can reasonably re-identify people. Public release needs a defensible anonymization assessment, not cosmetic redaction.

  93. Kartička 93

    Otázka

    Why should DLP not be the only control against cloud exfiltration?

    Odpoveď

    It sees only covered channels and recognized content. Least privilege, segmentation, egress control, encryption, monitoring, and response reduce gaps.

  94. Kartička 94

    Otázka

    When is IRM more useful than a repository access control list?

    Odpoveď

    When usage restrictions must follow a file beyond the original repository. If data never leaves a controlled service, native authorization may be simpler and stronger.

  95. Kartička 95

    Otázka

    Why perform discovery before broad classification enforcement?

    Odpoveď

    You need to know what data exists and where it lives before applying reliable labels and controls. Enforcement on an incomplete inventory leaves blind spots.

  96. Kartička 96

    Otázka

    What should trigger data reclassification?

    Odpoveď

    A change in content, use, law, contract, business impact, aggregation, or identifiability. Review should also occur on a defined schedule.

  97. Kartička 97

    Otázka

    Why rotate encryption keys?

    Odpoveď

    To limit exposure, meet policy, and replace keys after age, role, algorithm, or compromise changes. Rotation must preserve authorized access to older data until it is safely reprotected or retired.

  98. Kartička 98

    Otázka

    Who sets a cloud dataset's business classification?

    Odpoveď

    The accountable data owner. Automated tools can propose labels, but the owner resolves business context and exceptions.

  99. Kartička 99

    Otázka

    How does a data label differ from a classification policy?

    Odpoveď

    The label marks a specific asset; the policy defines what the category means and how it must be handled. Labels without enforcement are only metadata.

  100. Kartička 100

    Otázka

    What is a data steward responsible for?

    Odpoveď

    Day-to-day quality, definition, and policy consistency for data. A steward supports the owner but does not replace the owner's accountability.

  101. Kartička 101

    Otázka

    How do retention and archiving differ?

    Odpoveď

    Retention states how long data must or may be kept; archiving moves data into a managed long-term state. Archived data remains subject to access, integrity, discovery, and deletion rules.

  102. Kartička 102

    Otázka

    What does a data controller decide?

    Odpoveď

    The purposes and essential means of processing personal data. The exact legal definition depends on the applicable law.

  103. Kartička 103

    Otázka

    When should a derived dataset inherit its source classification?

    Odpoveď

    By default, until an accountable owner proves the transformation changed sensitivity. Aggregation can reduce or increase risk depending on content and linkability.

  104. Kartička 104

    Otázka

    How should classification labels affect cloud controls?

    Odpoveď

    Drive access, encryption, sharing, location, retention, monitoring, and deletion policy. Enforcement should follow the label across supported copies and transformations.

  105. Kartička 105

    Otázka

    What does a legal hold do?

    Odpoveď

    Suspends normal deletion for information relevant to a legal or regulatory matter. It preserves authorized access and evidence until the hold is released.

  106. Kartička 106

    Otázka

    What should a privacy role contribute to cloud data design?

    Odpoveď

    Purpose, minimization, transparency, rights, transfer, retention, and impact requirements. Security protects data, while privacy also asks whether processing should occur and under what conditions.

  107. Kartička 107

    Otázka

    What control turns a retention schedule into repeatable cloud behavior?

    Odpoveď

    Policy-driven lifecycle automation with holds, approvals, exceptions, and audit evidence. Automation must cover replicas and backups where the platform supports it.

  108. Kartička 108

    Otázka

    What is a data custodian responsible for?

    Odpoveď

    Implementing and operating the technical handling controls. Storage, backup, access, logging, and deletion are typical custody duties.

  109. Kartička 109

    Otázka

    Who should own the retention schedule?

    Odpoveď

    The records or information-governance function with legal and business input. Technology teams implement the approved schedule and evidence.

  110. Kartička 110

    Otázka

    What does a data processor do?

    Odpoveď

    Processes personal data for a controller under documented instructions. Using the data for its own new purpose may change the role and obligations.

  111. Kartička 111

    Otázka

    What proves a cloud deletion request was completed responsibly?

    Odpoveď

    Provider and customer evidence tied to the asset, method, scope, time, and remaining copies. A successful API response alone may not cover backups, replicas, or exported data.

  112. Kartička 112

    Otázka

    Which controls protect a long-term cloud archive?

    Odpoveď

    Restricted access, durable integrity checks, format and key preservation, redundancy, retention policy, and tested retrieval. An archive that cannot be read or trusted has failed its purpose.

  113. Kartička 113

    Otázka

    Who should approve a training dataset and model version for production?

    Odpoveď

    The accountable model or system owner using evidence from data, security, privacy, and validation roles. Approval must bind the exact versions and intended use.

  114. Kartička 114

    Otázka

    Which event fields most often establish accountability for cloud data access?

    Odpoveď

    Trusted identity, action, target, result, timestamp, source context, and relevant network or location data. Collect only attributes needed for the security, legal, and privacy purpose.

  115. Kartička 115

    Otázka

    Why synchronize clocks across cloud evidence sources?

    Odpoveď

    To correlate events into a defensible timeline. Record time source, zone, drift, and collection context when precision matters.

  116. Kartička 116

    Otázka

    Which risk is present when model outputs reveal features of sensitive training records?

    Odpoveď

    Model inversion or related privacy inference. Data minimization, privacy testing, output controls, and access limits reduce exposure.

  117. Kartička 117

    Otázka

    Who authorizes and scopes a legal hold?

    Odpoveď

    An authorized legal or records function. Cloud administrators implement it without deciding the legal scope themselves.

  118. Kartička 118

    Otázka

    What must AI dataset validation check besides file integrity?

    Odpoveď

    Source authority, consent or permitted use, representativeness, quality, labeling, poisoning indicators, and intended-use fit. A matching checksum only proves the bytes did not change after that checkpoint.

  119. Kartička 119

    Otázka

    Why is an archive not a substitute for a recovery backup?

    Odpoveď

    An archive optimizes long-term preservation and retrieval; a backup supports restoration after loss or corruption. One system can sometimes serve both only if it meets both control sets and tests.

  120. Kartička 120

    Otázka

    What protects AI dataset and model provenance?

    Odpoveď

    Versioned inventories, signed or hashed artifacts, controlled pipelines, approval records, and lineage from source to deployment. Bind validation results to the exact artifact versions.

  121. Kartička 121

    Otázka

    Which context should be omitted from a data event log?

    Odpoveď

    Data that is unnecessary for the defined security, accountability, or legal purpose. More logging can create privacy, cost, and breach risk without improving evidence.

  122. Kartička 122

    Otázka

    What happens when a valid legal hold conflicts with scheduled deletion?

    Odpoveď

    The authorized hold suspends deletion for the in-scope data. Keep access limited, document the exception, and resume policy when the hold is released.

  123. Kartička 123

    Otázka

    What adds non-repudiation evidence beyond a plain event log?

    Odpoveď

    Strong identity binding, protected timestamps, integrity controls, and controlled custody. The strength depends on the whole evidence process, not a single hash field.

  124. Kartička 124

    Otázka

    What privacy question does a membership-inference attack answer?

    Odpoveď

    Whether a particular record was likely part of a model's training data. Limit exposed confidence, query abuse, overfitting, and unnecessary sensitive training data.

  125. Kartička 125

    Otázka

    What is the clearest sign that training-data poisoning controls failed?

    Odpoveď

    Untrusted or manipulated examples changed model behavior or inserted a hidden trigger. Investigate provenance, pipeline access, validation, and the exact affected versions.

  126. Kartička 126

    Otázka

    What is the strongest first step when an AI use case asks for every available customer field?

    Odpoveď

    Reduce collection to data necessary for the approved purpose. Minimization lowers privacy, poisoning, access, retention, and breach exposure before technical controls are added.

  127. Kartička 127

    Otázka

    What is the cloud network team's primary security role?

    Odpoveď

    Implement approved segmentation, routing, edge protection, secure connectivity, and network telemetry. Application teams still define workload access needs.

  128. Kartička 128

    Otázka

    Which layers make up a cloud infrastructure trust stack?

    Odpoveď

    Physical facilities, network, compute, storage, virtualization, and management services. A workload inherits dependencies and failure modes from every layer beneath or beside it.

  129. Kartička 129

    Otázka

    How do the management plane and data plane differ?

    Odpoveď

    The management plane configures and governs resources; the data plane carries or processes workload traffic and data. Compromise of the management plane can change many data-plane controls at once.

  130. Kartička 130

    Otázka

    What is a trust boundary in cloud architecture?

    Odpoveď

    A point where identity, control, ownership, or assurance changes. Data crossing it needs an explicit policy, validation, and protected channel.

  131. Kartička 131

    Otázka

    Who owns a customer's cloud network and identity configuration?

    Odpoveď

    The customer for the configuration choices it controls. Provider defaults and guardrails help, but do not approve the customer's architecture.

  132. Kartička 132

    Otázka

    What logical control prevents one tenant from reaching another tenant's resources?

    Odpoveď

    Enforced tenant partitioning across identity, network, compute, storage, and management paths. Test the negative boundary, not only valid access.

  133. Kartička 133

    Otázka

    Why is the cloud management plane a high-value target?

    Odpoveď

    It can create, modify, expose, or destroy many resources through one privileged interface. Protect it more strongly than routine workload access.

  134. Kartička 134

    Otázka

    What limits lateral movement after one cloud workload is compromised?

    Odpoveď

    Microsegmentation with identity-aware, least-privilege communication policy. Monitor denied and unusual flows to find attempted spread.

  135. Kartička 135

    Otázka

    How does infrastructure as code improve control assurance?

    Odpoveď

    It makes configuration reviewable, repeatable, testable, and traceable. Protect the repository, pipeline, state, modules, and deployment identity.

  136. Kartička 136

    Otázka

    How should a team verify an infrastructure control still works?

    Odpoveď

    Test its intended outcome with current evidence and representative failure or attack conditions. Configuration presence alone does not prove effectiveness.

  137. Kartička 137

    Otázka

    What security boundary should virtualization create between tenants?

    Odpoveď

    Strong isolation of compute, memory, storage, network, and management operations. Shared hardware still creates side-channel, escape, and noisy-neighbor considerations.

  138. Kartička 138

    Otázka

    Which controls should protect cloud management-plane access?

    Odpoveď

    Phishing-resistant MFA, privileged access management, separate admin identities, conditional access, least privilege, and immutable logging. Restrict source networks where practical.

  139. Kartička 139

    Otázka

    How do type 1 and type 2 hypervisors differ?

    Odpoveď

    A type 1 hypervisor runs directly on hardware; a type 2 hypervisor runs on a host operating system. The extra host layer changes attack surface and operational use.

  140. Kartička 140

    Otázka

    Who secures the public cloud facility and physical host?

    Odpoveď

    The cloud provider. Customers still evaluate the provider's physical assurance and design their service around disclosed locations and failure domains.

  141. Kartička 141

    Otázka

    What protects a cloud AI training cluster from unrelated tenant traffic?

    Odpoveď

    Dedicated identities, microsegmentation, controlled data paths, hardened images, and monitored management access. Accelerator scheduling and storage paths belong in the boundary.

  142. Kartička 142

    Otázka

    When is packet capture useful in cloud infrastructure?

    Odpoveď

    When network-level detail is needed and collection is lawful, technically available, scoped, and protected. Flow logs may be safer and sufficient for many investigations.

  143. Kartička 143

    Otázka

    Which control protects detached cloud volumes and snapshots?

    Odpoveď

    Encryption with governed keys plus explicit access policy. Inventory and delete orphaned copies because detachment does not remove their data.

  144. Kartička 144

    Otázka

    Why correlate infrastructure logs across layers?

    Odpoveď

    To connect identity, management, network, host, and workload events into one incident path. Preserve original records and normalization context.

  145. Kartička 145

    Otázka

    What is a platform owner's responsibility for tenant isolation?

    Odpoveď

    Configure, patch, monitor, and test the shared platform so one workload cannot cross its authorized boundary. Consumers must use the platform's isolation features correctly.

  146. Kartička 146

    Otázka

    When should an AI training cluster use stronger isolation than ordinary batch compute?

    Odpoveď

    When valuable models, sensitive datasets, untrusted code, or high-cost accelerators raise confidentiality, integrity, or exhaustion risk. Match isolation to the workload threat model.

  147. Kartička 147

    Otázka

    What does an HSM protect in cloud infrastructure?

    Odpoveď

    Cryptographic keys and operations inside a hardened, policy-controlled boundary. An HSM does not decide whether the requesting workload is authorized unless surrounding policy enforces it.

  148. Kartička 148

    Otázka

    What is a failure domain?

    Odpoveď

    A set of components likely to fail together because they share a dependency. Regions, zones, racks, power feeds, control services, or software versions can define one.

  149. Kartička 149

    Otázka

    A volume is deleted but its snapshots remain. Is the data gone?

    Odpoveď

    No. The snapshots are separate retained copies. Apply inventory, retention, hold, encryption-key, and deletion policy to every snapshot and replica.

  150. Kartička 150

    Otázka

    How should a platform reduce virtualization escape risk?

    Odpoveď

    Minimize and patch the virtualization stack, isolate management interfaces, restrict device exposure, monitor anomalies, and contain workloads by risk. Stronger workload boundaries may be needed for hostile tenants.

  151. Kartička 151

    Otázka

    What is the first response to an internet-exposed cloud management endpoint?

    Odpoveď

    Remove unnecessary public reachability, then enforce strong identity and monitored privileged access. A hidden URL or uncommon port is not a control.

  152. Kartička 152

    Otázka

    What is the facilities team's role in a private cloud data center?

    Odpoveď

    Operate physical access, power, cooling, fire protection, and environmental monitoring. Security requirements should define evidence and escalation for those systems.

  153. Kartička 153

    Otázka

    Which site-location condition creates direct legal exposure for a cloud workload?

    Odpoveď

    The jurisdictions that can reach the facility, operator, customers, or data. Cost, hazards, utilities, connectivity, workforce, and physical threats require separate location analysis.

  154. Kartička 154

    Otázka

    How does diverse pathway connectivity improve resilience?

    Odpoveď

    It prevents one cable route, conduit, carrier handoff, or excavation from cutting every link. Verify physical diversity rather than relying on different circuit names.

  155. Kartička 155

    Otázka

    When does building a private data center make more sense than buying cloud capacity?

    Odpoveď

    When requirements for control, latency, sovereignty, specialized hardware, or long-term economics outweigh the build and operating burden. Compare full lifecycle cost and resilience, not purchase price alone.

  156. Kartička 156

    Otázka

    Which physical controls protect cloud hardware from unauthorized handling?

    Odpoveď

    Zoned access, least privilege, identity checks, surveillance, visitor controls, alarms, and custody records. The strength should match asset and data impact.

  157. Kartička 157

    Otázka

    What power design reduces a data center's single-point risk?

    Odpoveď

    Independent feeds, conditioned distribution, UPS capacity, generators, fuel plans, and tested transfer. Maintenance paths must preserve the intended redundancy.

  158. Kartička 158

    Otázka

    What should environmental monitoring detect in a data center?

    Odpoveď

    Temperature, humidity, airflow, water, smoke, power, and equipment conditions that threaten service. Alerts need thresholds, escalation, and tested response.

  159. Kartička 159

    Otázka

    How does resilience differ from simple redundancy?

    Odpoveď

    Redundancy adds alternatives; resilience keeps or restores acceptable service despite disruption. Redundant components can still share one failure domain or bad configuration.

  160. Kartička 160

    Otázka

    Which on-premises physical control remains a customer duty when workloads move to public cloud?

    Odpoveď

    Protection of customer-controlled offices, endpoints, network links, and any retained equipment. The provider's data-center controls do not secure the customer's physical environment.

  161. Kartička 161

    Otázka

    What are the core outputs of an infrastructure risk assessment?

    Odpoveď

    Prioritized risks tied to assets, threats, vulnerabilities, likelihood, impact, existing controls, and owners. The output should lead to treatment and follow-up.

  162. Kartička 162

    Otázka

    Who may accept residual infrastructure risk?

    Odpoveď

    The authorized business risk owner, not the engineer who found it. Acceptance should state scope, duration, rationale, and review trigger.

  163. Kartička 163

    Otázka

    How do a threat, vulnerability, and risk differ?

    Odpoveď

    A threat can cause harm, a vulnerability is a weakness it may exploit, and risk combines uncertain harm with business impact. A weakness without relevant exposure may be lower priority.

  164. Kartička 164

    Otázka

    What reveals that two supposedly redundant cloud systems share fate?

    Odpoveď

    They depend on the same control plane, account, region, identity service, network path, software defect, operator, or key. Model those dependencies before counting redundancy.

  165. Kartička 165

    Otázka

    What does a security control owner do?

    Odpoveď

    Ensures an assigned control is designed, implemented, evidenced, monitored, and corrected. The role may coordinate several technical operators.

  166. Kartička 166

    Otázka

    Which risk treatment options should a cloud team recognize?

    Odpoveď

    Avoid, mitigate, transfer or share, and accept. Treatment changes exposure or ownership; it does not erase accountability.

  167. Kartička 167

    Otázka

    What is a recovery service level?

    Odpoveď

    The minimum service capacity or functionality that must be restored, often stated as a percentage of normal service. RSL defines how much service must work; RTO sets the time limit, while RPO sets the maximum data-loss interval.

  168. Kartička 168

    Otázka

    What makes a machine image trustworthy for cloud deployment?

    Odpoveď

    Known provenance, minimal contents, current patches, signed or verified integrity, vulnerability results, and controlled promotion. Revalidate it when dependencies age.

  169. Kartička 169

    Otázka

    When do multiple availability zones materially improve resilience?

    Odpoveď

    When the service, data, network, identities, and operations can continue after one zone and its shared dependencies fail. Merely placing instances in two zones is not a tested design.

  170. Kartička 170

    Otázka

    What should determine the strength of an infrastructure security control?

    Odpoveď

    The asset impact, threat, vulnerability, exposure, legal duties, and risk tolerance. Use control frameworks as structured input, not as an automatic one-size baseline.

    Abstract cloud infrastructure with layered security boundaries, connected control nodes, and an AI model graph.

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  171. Kartička 171

    Otázka

    Which layered controls improve availability against cloud DDoS?

    Odpoveď

    Provider edge absorption, rate controls, resilient scaling, caching, WAF or protocol filtering, and an exercised response plan. Scaling alone can turn attack traffic into cost exhaustion.

  172. Kartička 172

    Otázka

    A cloud contract shifts breach costs to a provider. Has the risk been removed?

    Odpoveď

    No. Financial risk may be transferred, while operational, legal, reputational, and customer harm can remain. Retained exposure still needs mitigation and acceptance.

  173. Kartička 173

    Otázka

    Why map dependencies across compute, storage, and network services?

    Odpoveď

    A resilient application can still fail when a shared supporting service fails. Dependency maps expose hidden single points, circular recovery steps, and shared fate.

  174. Kartička 174

    Otázka

    What does RPO constrain in an infrastructure recovery design?

    Odpoveď

    The maximum acceptable data-loss interval measured backward from disruption. It drives backup or replication frequency and consistency choices.

  175. Kartička 175

    Otázka

    What should trigger automated failover?

    Odpoveď

    Reliable health evidence that the primary cannot meet the service objective, with safeguards against split-brain and false triggers. Manual approval may remain appropriate for ambiguous high-impact cases.

  176. Kartička 176

    Otázka

    When is an IPS preferable to an IDS?

    Odpoveď

    When inline blocking is justified, tested, and safe for the traffic and availability requirements. Use detection-only when false positives or inline failure would create unacceptable impact.

  177. Kartička 177

    Otázka

    What makes residual infrastructure risk ready for acceptance?

    Odpoveď

    A clear scenario, affected assets, existing controls, likelihood and impact, owner, duration, alternatives, and review trigger. Vague acceptance is not governance.

  178. Kartička 178

    Otázka

    What makes a cloud backup resistant to account compromise?

    Odpoveď

    Separate administration, immutable or offline retention, encryption, protected deletion, and tested restore. Keep recovery credentials outside the routine production trust path.

  179. Kartička 179

    Otázka

    What does a BC/DR coordinator own during cloud recovery planning?

    Odpoveď

    The cross-team plan, exercises, dependencies, contacts, evidence, and follow-up. Service owners still set business priorities and targets.

  180. Kartička 180

    Otázka

    Which recovery design supports a near-zero RPO?

    Odpoveď

    Synchronous or otherwise strongly consistent replication across independent failure domains, if latency and shared-fate limits are acceptable. Backups still protect against corruption and deletion.

  181. Kartička 181

    Otázka

    Which overlooked dependency can stop users from reaching replicated application servers after failover?

    Odpoveď

    The identity service. Recovery planning should also cover DNS, keys, secrets, routes, data stores, quotas, and external services.

  182. Kartička 182

    Otázka

    Why test restore separately from backup completion?

    Odpoveď

    A completed backup may be corrupt, incomplete, inaccessible, or too slow for the target. Restore testing proves usability and measures recovery performance.

  183. Kartička 183

    Otázka

    Why plan failback before declaring a DR design complete?

    Odpoveď

    Returning to the preferred environment can create another outage, conflict, or data loss. Define authority, synchronization, validation, rollback, and communication.

  184. Kartička 184

    Otázka

    Which design choice most directly supports a short RTO?

    Odpoveď

    Pre-provisioned or rapidly deployable recovery capacity with automated, tested orchestration. Data, identities, network, dependencies, and operators must be ready too.

  185. Kartička 185

    Otázka

    What should application-security awareness change in a cloud team?

    Odpoveď

    Daily design and delivery decisions, not just annual quiz results. Use role-specific OWASP, ASVS, SANS Top 25, and LLM-risk examples as practical boundaries, then reinforce them with real defects.

  186. Kartička 186

    Otázka

    What makes an SDLC a secure SDLC?

    Odpoveď

    Security requirements, design analysis, implementation controls, verification, release evidence, maintenance, and retirement are built into the lifecycle. A final penetration test alone is not a lifecycle.

  187. Kartička 187

    Otázka

    How do functional and non-functional security requirements differ?

    Odpoveď

    Functional requirements specify security behavior; non-functional requirements set qualities such as availability, performance, resilience, or assurance. Both need measurable acceptance criteria.

  188. Kartička 188

    Otázka

    Who turns business needs into testable application security requirements?

    Odpoveď

    The product or business owner with security, privacy, legal, and engineering input. Requirements need an accountable owner and acceptance evidence.

  189. Kartička 189

    Otázka

    How should a security requirement remain visible through delivery?

    Odpoveď

    Trace it to design decisions, code or configuration, tests, approval, and operating evidence. Untraceable requirements are easy to drop during change.

  190. Kartička 190

    Otázka

    What is the purpose of threat modeling?

    Odpoveď

    Identify likely abuse paths and design mitigations before or during development. Keep the model tied to assets, trust boundaries, architecture changes, and evidence.

  191. Kartička 191

    Otázka

    What makes developer security training actionable?

    Odpoveď

    Role-specific examples, secure alternatives, practice in the delivery toolchain, and feedback from real defects. Refresh it as platforms and threats change.

  192. Kartička 192

    Otázka

    Should agile delivery remove formal security gates?

    Odpoveď

    No. It should make them smaller, earlier, automated where reliable, and tied to risk. High-impact changes can still require independent approval.

  193. Kartička 193

    Otázka

    Which cloud-specific application risks need explicit SDLC decisions before coding?

    Odpoveď

    Shared-technology exposure, provider insiders, limited visibility or control, and legal or jurisdiction boundaries. Record the provider boundary, evidence, data location, isolation, and compensating controls.

  194. Kartička 194

    Otázka

    How do federation and SSO differ?

    Odpoveď

    Federation establishes trust across identity domains; SSO lets a user authenticate once for multiple services. Federation can enable SSO, but the concepts are not identical.

  195. Kartička 195

    Otázka

    What is a developer's responsibility in secure cloud delivery?

    Odpoveď

    Use approved patterns, validate inputs and outputs, protect secrets, handle errors safely, review dependencies, and fix findings. Security tools support that judgment rather than replace it.

  196. Kartička 196

    Otázka

    What should a peer security reviewer verify?

    Odpoveď

    That the change preserves requirements, trust boundaries, authorization, data handling, failure behavior, and evidence. Review the actual diff and deployment effect, not only style.

  197. Kartička 197

    Otázka

    What is the application security architect accountable for?

    Odpoveď

    Security patterns, trust boundaries, threat decisions, control integration, and documented exceptions. Teams share implementation, but architecture needs coherent ownership.

  198. Kartička 198

    Otázka

    Which threat categories does STRIDE prompt a team to examine?

    Odpoveď

    Spoofing, tampering, repudiation, information disclosure, denial of service, and elevation of privilege. It is a coverage aid, not a risk score.

  199. Kartička 199

    Otázka

    What secure-coding rule most directly prevents broken object authorization?

    Odpoveď

    Check the current subject's permission for the specific object on every request. ASVS or SAFECode guidance can structure assurance, but hiding identifiers or checking only authentication is insufficient.

  200. Kartička 200

    Otázka

    What should a secret-scanning gate do when it finds a real credential?

    Odpoveď

    Block exposure, revoke or rotate the credential, remove it from reachable history, and investigate use. Deleting the latest line does not invalidate copied history.

  201. Kartička 201

    Otázka

    How does protected version control support software assurance?

    Odpoveď

    It creates tamper-evident, access-controlled history for reviewed code and configuration changes. Protect references from unauthorized rewrite, retain audit logs, control bypass, and bind signed artifacts to approved releases; content-addressed commits alone do not make branch history immutable.

  202. Kartička 202

    Otázka

    Which threat-model method is the simplest checklist for threat categories at trust boundaries?

    Odpoveď

    STRIDE. Use a process-centered method when business impact, attacker paths, and staged analysis need deeper treatment.

  203. Kartička 203

    Otázka

    What is an abuse case?

    Odpoveď

    A description of how an actor could misuse a feature or violate a security goal. It turns attacker intent into testable defensive behavior.

  204. Kartička 204

    Otázka

    Why should a team avoid treating DREAD scores as objective truth?

    Odpoveď

    Its ratings are judgment-based and can create false precision. Document evidence, assumptions, impact, and uncertainty instead of relying on one number.

  205. Kartička 205

    Otázka

    How do SAST and DAST differ?

    Odpoveď

    SAST examines code or compiled artifacts without running the full application; DAST probes a running application from the outside. They find different classes of weakness.

  206. Kartička 206

    Otázka

    What does Software Composition Analysis examine?

    Odpoveď

    Third-party components, versions, licenses, and known vulnerability or policy data. It does not prove that a dependency is safe in context or detect every malicious package.

  207. Kartička 207

    Otázka

    When should a cloud application's threat model be updated?

    Odpoveď

    When trust boundaries, data, identities, dependencies, deployment, features, or threats materially change. Periodic review catches slow drift.

  208. Kartička 208

    Otázka

    How do black-box and white-box security testing differ?

    Odpoveď

    Black-box testing uses external behavior with little internal knowledge; white-box testing uses code, design, or configuration knowledge. Gray-box testing combines partial knowledge with external interaction.

  209. Kartička 209

    Otázka

    What should a CI/CD security gate block?

    Odpoveď

    A defined, evidence-based release condition such as an exposed secret, failed critical control, unapproved artifact, or unacceptable vulnerability. Keep exceptions explicit, owned, and time-bounded.

  210. Kartička 210

    Otázka

    When is PASTA or ATASM more useful than a short threat checklist?

    Odpoveď

    When the team needs a structured path from business objectives and architecture to attacker behavior, attack surfaces, and mitigations. Match method depth to decision risk.

  211. Kartička 211

    Otázka

    Where does SAST provide the earliest useful feedback?

    Odpoveď

    During coding and pull-request review, before deployment. Tune rules, confirm reachability and context, and fix root causes rather than chasing raw counts.

  212. Kartička 212

    Otázka

    When is IAST worth adding to a cloud test pipeline?

    Odpoveď

    When representative automated tests exist and runtime path-to-code insight will improve triage. Without exercised paths, instrumentation has little to observe.

  213. Kartička 213

    Otázka

    How should an application handle LLM output before passing it to a browser, shell, database, or tool?

    Odpoveď

    Treat it as untrusted data and validate, encode, constrain, or approve it for the destination. Model fluency is not a security guarantee.

  214. Kartička 214

    Otázka

    What should an abuse-case test assert for a sensitive workflow?

    Odpoveď

    The application safely rejects or contains a realistic misuse path and leaves useful evidence. Test rate, sequence, privilege, data, and failure-state abuse where relevant.

  215. Kartička 215

    Otázka

    What environment makes DAST results most useful?

    Odpoveď

    A representative running deployment with safe test data, reachable paths, and observable results. Production testing needs explicit authorization and safeguards.

  216. Kartička 216

    Otázka

    Who owns risk from a third-party software component?

    Odpoveď

    The organization that chooses and operates it. The supplier supplies evidence and remediation, but outsourcing the component does not outsource customer accountability.

  217. Kartička 217

    Otázka

    How do an SBOM and SCA work together?

    Odpoveď

    SCA identifies component and policy findings; an SBOM records the released component inventory. Bind both to the exact artifact and update risk when new information appears.

  218. Kartička 218

    Otázka

    What does artifact signing protect in a software supply chain?

    Odpoveď

    Integrity and authenticated provenance of the signed artifact. Verification policy must also trust the signer, build path, and release authorization.

  219. Kartička 219

    Otázka

    What makes open-source software validated for a cloud application?

    Odpoveď

    Its source, release, integrity, dependencies, license, maintenance, vulnerabilities, and intended use have been assessed. Open code is inspectable, not automatically safe.

  220. Kartička 220

    Otázka

    Which cloud application control validates XML message structure before processing?

    Odpoveď

    An XML firewall. A WAF filters web traffic, an API gateway applies API-facing policy, DAM monitors database activity, and a load balancer distributes traffic.

  221. Kartička 221

    Otázka

    What authorization check belongs behind every sensitive API operation?

    Odpoveď

    A server-side decision for the current identity, action, object, tenant, and context. Gateway authentication alone cannot decide application-level ownership.

  222. Kartička 222

    Otázka

    How should an API treat untrusted input?

    Odpoveď

    Validate type, structure, size, range, encoding, and allowed semantics before use. Reject unexpected fields where ambiguity or mass assignment creates risk.

  223. Kartička 223

    Otázka

    What is an Identity Provider responsible for in federation?

    Odpoveď

    Authenticating subjects and issuing trustworthy identity assertions under agreed policy. The relying application still authorizes each requested action.

  224. Kartička 224

    Otázka

    What does sandboxing add to cloud application security?

    Odpoveď

    A constrained execution boundary for untrusted or risky code and content. Restrict identity, network, files, secrets, time, and compute outside the sandbox too.

  225. Kartička 225

    Otázka

    What should block adoption of a third-party software component?

    Odpoveď

    Unacceptable provenance, integrity, vulnerability, maintenance, license, access, or exit risk. Popularity and a clean scan do not settle supplier risk.

  226. Kartička 226

    Otázka

    Which test perspective should verify hidden authorization logic?

    Odpoveď

    White-box review and testing, supported by black-box attempts to cross the boundary. Internal knowledge finds code paths; external tests confirm observable enforcement.

  227. Kartička 227

    Otázka

    Which practice verifies that a cloud release consistently meets defined quality and security criteria?

    Odpoveď

    Quality Assurance (QA). It plans and tracks repeatable reviews, tests, acceptance evidence, defect handling, and process improvement across delivery.

  228. Kartička 228

    Otázka

    Which IAM controls reduce takeover of a federated cloud account?

    Odpoveď

    Strong MFA, trusted federation configuration, short sessions, conditional access, lifecycle automation, and monitored privilege. Secure both the IdP and relying service.

  229. Kartička 229

    Otázka

    What is the safest response when retrieved content tells an LLM to ignore system rules?

    Odpoveď

    Treat the instruction as untrusted data, preserve higher-priority policy, and prevent unauthorized tool or data access. Input filtering alone cannot eliminate prompt injection.

  230. Kartička 230

    Otázka

    How should an LLM application reduce sensitive information disclosure?

    Odpoveď

    Minimize prompt and training data, enforce retrieval authorization, redact where justified, constrain outputs, and test leakage. A system prompt telling the model to keep secrets is not sufficient.

  231. Kartička 231

    Otázka

    A model repository account is compromised and a backdoored model is published. Which risks overlap?

    Odpoveď

    Supply-chain compromise and data or model poisoning. Pin trusted versions, verify provenance and signatures, scan safely, validate behavior, and control promotion.

  232. Kartička 232

    Otázka

    What identity should one microservice use to call another?

    Odpoveď

    A distinct, short-lived workload identity with least-privilege authorization. Avoid sharing broad static credentials across services.

  233. Kartička 233

    Otázka

    How should an agentic LLM be constrained before it can delete cloud resources?

    Odpoveď

    Give it minimal scoped tools, validate arguments, require approval for destructive actions, enforce budgets, and log every decision and result. Capability should match the smallest authorized task.

  234. Kartička 234

    Otázka

    Should a system prompt be treated as a secret control boundary?

    Odpoveď

    No. Design as if instructions may be exposed. Keep credentials and authorization outside the prompt, minimize sensitive details, and enforce policy in trusted code.

  235. Kartička 235

    Otázka

    What is the main risk of weak authorization in a shared vector store?

    Odpoveď

    Retrieval can cross tenant or user boundaries and expose embeddings, documents, or poisoned context. Partition, authorize, validate provenance, and monitor ingestion and queries.

  236. Kartička 236

    Otázka

    When does a CASB add value beside an IdP?

    Odpoveď

    When the organization needs visibility or policy over cloud-service use, data movement, sessions, or unmanaged access beyond authentication. The IdP establishes identity; the CASB governs selected cloud interactions.

  237. Kartička 237

    Otázka

    How should a high-impact workflow use an LLM answer that may be plausible but false?

    Odpoveď

    Verify it against authoritative data or require qualified human review before action. Communicate uncertainty and preserve source evidence.

  238. Kartička 238

    Otázka

    Which controls address unbounded LLM consumption?

    Odpoveď

    Per-user and per-task quotas, rate limits, token and tool budgets, timeouts, concurrency limits, anomaly alerts, and safe cancellation. Monitor financial as well as availability impact.

  239. Kartička 239

    Otázka

    How do an HSM and a TPM differ?

    Odpoveď

    An HSM protects shared or service cryptographic operations; a TPM anchors trust to one platform. Both protect keys, but their scope and use cases differ.

  240. Kartička 240

    Otázka

    What does secure by default mean for cloud infrastructure?

    Odpoveď

    A new resource starts in the least exposed, least privileged, approved state. Users must make an explicit, reviewed choice to widen access or capability.

  241. Kartička 241

    Otázka

    Why do virtual CPU, memory, storage, and network settings have security impact?

    Odpoveď

    They define resource exposure, isolation, exhaustion limits, and device access. Overbroad virtual hardware can create attack paths or noisy-neighbor risk.

  242. Kartička 242

    Otázka

    Which hypervisor type is usually preferred for production cloud hosts?

    Odpoveď

    A type 1 hypervisor because it removes the general-purpose host OS layer. The actual choice still depends on assurance, patching, management, and workload needs.

  243. Kartička 243

    Otázka

    How can TPM-backed measured boot support cloud host assurance?

    Odpoveď

    Measurements anchor boot components to hardware so an attestation service can compare them with approved state. The decision still depends on trusted reference values and response policy.

  244. Kartička 244

    Otázka

    How should guest OS virtualization tools be installed and maintained?

    Odpoveď

    Use provider-authorized packages, enable only needed features, match supported versions, patch promptly, and monitor their privilege. Remove stale tools that widen the host-to-guest boundary.

  245. Kartička 245

    Otázka

    What is cloud platform operations responsible for after secure build?

    Odpoveď

    Maintaining approved configuration, availability, patching, monitoring, backup, access, and evidence. Operations should feed recurring defects back into design.

  246. Kartička 246

    Otázka

    What does a privileged access administrator control?

    Odpoveď

    The issuance, elevation, monitoring, review, and revocation of administrative access. Separate the access-control role from routine use where practical.

  247. Kartička 247

    Otázka

    What is the safer pattern for remote SSH administration?

    Odpoveď

    Short-lived identity-based access through a controlled path with host verification, least privilege, session logging, and no shared keys. Disable direct root login.

  248. Kartička 248

    Otázka

    When should a cloud workload require platform attestation?

    Odpoveď

    When access depends on proof that the host or confidential environment is in an approved measured state. Define what is measured, who verifies it, and what failure does.

  249. Kartička 249

    Otázka

    Which protocol adds origin authentication and integrity to DNS data?

    Odpoveď

    DNSSEC. TLS protects a transport session, a VPN protects traffic across an untrusted boundary, and DHCP safeguards prevent rogue address or configuration assignment.

  250. Kartička 250

    Otázka

    What should enforce separation between cloud network zones?

    Odpoveď

    Routing and firewall or security-group policy tied to explicit allowed flows. VLANs can organize segments but do not enforce policy by themselves.

  251. Kartička 251

    Otázka

    How do IDS and IPS differ operationally?

    Odpoveď

    An IDS alerts on suspected activity; an IPS sits inline and can block it. Inline prevention adds availability and false-positive risk.

  252. Kartička 252

    Otázka

    What reduces RDP exposure in a cloud environment?

    Odpoveď

    Remove direct internet access, require a hardened gateway or private path, strong MFA, current patches, device checks, and session monitoring. Limit clipboard and drive redirection by need.

  253. Kartička 253

    Otázka

    What makes a honeypot safe enough to operate?

    Odpoveď

    Isolation, no production trust, controlled data, monitored egress, legal approval, and an incident plan. It should observe attackers without becoming their launch point.

  254. Kartička 254

    Otázka

    How do high availability and backup differ?

    Odpoveď

    High availability keeps service running through component failure; backup restores data or state after loss or corruption. One does not replace the other.

  255. Kartička 255

    Otázka

    How should firewall, IDS, and IPS controls be layered?

    Odpoveď

    Firewalls constrain allowed paths, IDS detects suspicious activity, and IPS may block selected attacks inline. Central telemetry and tuned ownership make the layers useful.

  256. Kartička 256

    Otázka

    When is a cloud security group insufficient as the only network control?

    Odpoveď

    When application-aware filtering, centralized inspection, advanced threat detection, or cross-environment policy is required. Keep security groups as workload-level least-privilege boundaries.

  257. Kartička 257

    Otázka

    How should management-plane tools be installed?

    Odpoveď

    From verified sources through a controlled, minimal, hardened build with separate privileged access and logging. Remove sample accounts, unused plugins, and default exposure.

  258. Kartička 258

    Otázka

    What is patch management?

    Odpoveď

    A controlled lifecycle for identifying, prioritizing, testing, deploying, verifying, and documenting security and reliability updates. Asset inventory and exception ownership are prerequisites.

  259. Kartička 259

    Otázka

    How do performance and capacity monitoring differ?

    Odpoveď

    Performance monitoring measures current service behavior; capacity monitoring forecasts whether resources can meet future demand. Both need business thresholds and trends.

  260. Kartička 260

    Otázka

    How do change, release, and deployment management differ?

    Odpoveď

    Change management authorizes and controls modification; release management packages approved capability; deployment management moves it into an environment. One workflow may integrate all three without erasing their goals.

  261. Kartička 261

    Otázka

    What should decide whether an IPS blocks automatically?

    Odpoveď

    Detection confidence, asset criticality, attack impact, false-positive cost, bypass behavior, and rollback. Start with observation when evidence is weak.

  262. Kartička 262

    Otázka

    Who owns a patch exception?

    Odpoveď

    The authorized system or risk owner, with technical evidence from operations and security. The exception needs compensating controls, expiry, and review.

  263. Kartička 263

    Otázka

    What does a capacity manager protect?

    Odpoveď

    The service's ability to meet current and forecast demand within cost and resilience constraints. The role tracks trends, thresholds, quotas, and scaling lead time.

  264. Kartička 264

    Otázka

    What is the change manager's security role?

    Odpoveď

    Ensure risk, testing, authorization, scheduling, rollback, and communication are proportionate to the change. Emergency changes still need retrospective evidence.

  265. Kartička 265

    Otázka

    What should a backup-and-restore control verify for guest systems?

    Odpoveď

    Required data and configuration are captured, protected, retained, and restored within targets. Include application consistency, keys, dependencies, and documented restore order.

  266. Kartička 266

    Otázka

    Which management process keeps a cloud service able to meet its agreed uptime and reliability targets?

    Odpoveď

    Availability management. It analyzes failure patterns, resilience, maintainability, and recovery so the service can meet those targets.

  267. Kartička 267

    Otázka

    What improves patch prioritization beyond a severity score?

    Odpoveď

    Exploitability, exposure, asset importance, compensating controls, dependency, and business impact. Verify remediation and track unsupported assets separately.

  268. Kartička 268

    Otázka

    What turns performance and capacity alerts into an availability control?

    Odpoveď

    Thresholds tied to service objectives, trend analysis, ownership, safe scaling, and tested response. Alert volume without action is not capacity management.

  269. Kartička 269

    Otázka

    What should a configuration-management system record?

    Odpoveď

    Approved items, owners, versions, relationships, baselines, changes, and current state. Cloud discovery should reconcile actual resources with declared configuration.

  270. Kartička 270

    Otázka

    Why place a cluster host into maintenance mode?

    Odpoveď

    To drain or protect workloads before planned work while preserving cluster policy. Verify capacity, placement constraints, and stateful-service behavior first.

  271. Kartička 271

    Otázka

    Which management process agrees, monitors, and reviews measurable service targets with customers?

    Odpoveď

    Service-level management. It turns business needs into agreed service objectives, tracks results, and drives action when performance misses them.

  272. Kartička 272

    Otázka

    Which hardware signals should cloud facilities monitor?

    Odpoveď

    Disk health, CPU and memory errors, fan and temperature state, power, and vendor fault telemetry. Correlate physical signals with host and workload impact.

  273. Kartička 273

    Otázka

    How should an OS hardening baseline be maintained?

    Odpoveď

    Version it, test it, measure compliance, remediate drift, record exceptions, and update it for new threats and platform changes. Apply separate profiles to distinct workloads.

  274. Kartička 274

    Otázka

    How do incident management and problem management differ?

    Odpoveď

    Incident management restores service and limits harm; problem management finds and removes underlying causes. The same event can open both tracks.

  275. Kartička 275

    Otázka

    Which management process coordinates security risk and controls across cloud service operation?

    Odpoveď

    Information security management. It aligns policy, risk treatment, control operation, evidence, incidents, and improvement with the service-management system.

  276. Kartička 276

    Otázka

    Which management process turns recurring service-control gaps into measured improvements?

    Odpoveď

    Continual service improvement management. It prioritizes opportunities, defines a measurable target and owner, implements change, and verifies the outcome.

  277. Kartička 277

    Otázka

    How should operations choose among NIST, ISO, COBIT, CIS Controls, COSO, ITIL, or ISO/IEC 20000-1?

    Odpoveď

    Map the applicable framework or standard to the organization's legal duties, risks, service goals, and evidence needs. The names are not interchangeable, and adoption alone does not prove control effectiveness.

  278. Kartička 278

    Otázka

    A service is restored after repeated crashes. Which process continues the root-cause work?

    Odpoveď

    Problem management. Incident management can close after stable restoration while the underlying defect, workaround, and prevention remain tracked.

  279. Kartička 279

    Otázka

    Which management process owns tested arrangements for sustaining or restoring critical services after severe disruption?

    Odpoveď

    Continuity management. Incident management handles the current event, while availability management focuses on meeting service uptime and reliability targets.

  280. Kartička 280

    Otázka

    What does a cloud forensic lead decide?

    Odpoveď

    The lawful collection strategy, volatile-data priorities, tools, provider coordination, preservation, and analysis plan. The lead should understand cloud-specific evidence limits.

  281. Kartička 281

    Otázka

    What does chain of custody record?

    Odpoveď

    Who collected, handled, transferred, stored, analyzed, and disposed of evidence, when and why. Integrity checks support the record but do not replace it.

  282. Kartička 282

    Otázka

    What does an incident commander own?

    Odpoveď

    Priorities, roles, decisions, coordination, cadence, and safe handoffs during an incident. Technical responders investigate and act within that structure.

  283. Kartička 283

    Otázka

    What does the incident communications lead control?

    Odpoveď

    Approved messages, audiences, channels, timing, records, and coordination with legal and leadership. Technical certainty and disclosure obligations may change during the event.

  284. Kartička 284

    Otázka

    How do a SOC, SIEM, and SOAR relate?

    Odpoveď

    A SOC is the operating function, a SIEM centralizes and analyzes security events, and SOAR coordinates automated workflows. People, process, authority, and evidence connect the tools.

  285. Kartička 285

    Otázka

    What is an evidence custodian responsible for?

    Odpoveď

    Controlled storage, access, transfer, integrity verification, retention, and chain-of-custody records. The custodian preserves evidence without altering its meaning.

  286. Kartička 286

    Otázka

    How should a SOC use threat intelligence?

    Odpoveď

    Map relevant, timely indicators and adversary behavior to assets, detections, hunts, and decisions. Expire stale indicators and separate confidence from fact.

  287. Kartička 287

    Otázka

    How should AI-assisted security monitoring be governed?

    Odpoveď

    Validate data and models, measure errors and drift, limit action authority, log reasoning inputs and outcomes, and keep human review for consequential cases. Compare against a safe manual path.

  288. Kartička 288

    Otázka

    When is a cloud snapshot suitable forensic evidence?

    Odpoveď

    When collection is authorized, scope and timing are documented, integrity is protected, and the snapshot preserves relevant state. It may omit memory, external services, or rapidly changing logs.

  289. Kartička 289

    Otázka

    Who decides whether a regulator must be notified during a cloud incident?

    Odpoveď

    The authorized legal or compliance owner under the incident plan. Vendor and communications owners coordinate channels; engineers supply verified facts.

  290. Kartička 290

    Otázka

    What should a forensic plan obtain from the cloud provider before an incident?

    Odpoveď

    Available logs and APIs, retention, time sources, support contacts, legal process, evidence formats, isolation options, and responsibility boundaries. Confirm access with an exercise.

  291. Kartička 291

    Otázka

    How should vulnerability assessment and penetration testing work together?

    Odpoveď

    Assessment finds and prioritizes likely weaknesses broadly; authorized penetration testing demonstrates selected exploit paths and impact. Both require scoped remediation and retest.

  292. Kartička 292

    Otázka

    How should a SIEM protect cloud log value?

    Odpoveď

    Normalize without losing source evidence, control access, preserve time and integrity, correlate identities and assets, tune detections, and retain by purpose. Monitor collection gaps.

  293. Kartička 293

    Otázka

    What should SOAR do when a playbook's evidence is incomplete?

    Odpoveď

    Pause or take only a safe reversible step, preserve context, and escalate to an authorized human. Do not let automation convert uncertainty into broad containment damage.

  294. Kartička 294

    Otázka

    When should incident communication wait?

    Odpoveď

    Only when authorized coordination is needed to verify facts, protect response, or meet a defined legal strategy. Do not delay a mandatory notice past its trigger or deadline.

  295. Kartička 295

    Otázka

    When is penetration testing more useful than another vulnerability scan?

    Odpoveď

    When the organization needs authorized evidence that selected weaknesses can combine into a meaningful attack path. Scanning remains better for broad, repeatable coverage.

  296. Kartička 296

    Otázka

    Which evidence should be collected first from a running cloud workload?

    Odpoveď

    The most volatile, relevant evidence that will disappear earliest, if collection is authorized and safe. Balance volatility against service impact and contamination risk.

  297. Kartička 297

    Otázka

    Why can cloud data be subject to more than one jurisdiction?

    Odpoveď

    Customers, providers, processing, storage, people, contracts, and affected individuals may sit in different places. Location and legal reach are related but not identical.

  298. Kartička 298

    Otázka

    Why are privacy roles contextual rather than permanent labels?

    Odpoveď

    An organization can be controller for one processing purpose and processor for another. Determine the role from actual decisions and instructions, not the company type.

  299. Kartička 299

    Otázka

    What should legal counsel contribute to cloud design?

    Odpoveď

    Interpret applicable law, privilege, contracts, disputes, preservation, disclosure, and legal risk. Counsel advises; accountable business owners still decide within authority.

  300. Kartička 300

    Otázka

    What is eDiscovery?

    Odpoveď

    The identification, preservation, collection, processing, review, and production of electronically stored information for a legal matter. Cloud scale and provider control affect each step.

  301. Kartička 301

    Otázka

    How do contractual and regulated private data differ?

    Odpoveď

    Contractual duties come from agreed terms; regulated duties come from applicable law. The same data can be subject to both, and the stricter combined obligations may govern.

  302. Kartička 302

    Otázka

    What is the controller's contract duty toward a cloud processor?

    Odpoveď

    Give documented instructions, choose and oversee a capable processor, and define required privacy and security terms. Applicable law may add specific clauses and audit duties.

  303. Kartička 303

    Otázka

    What is a Privacy Impact Assessment?

    Odpoveď

    A structured evaluation of how planned processing affects people and how privacy risk will be handled. Perform it early enough to change the design.

  304. Kartička 304

    Otázka

    What is an ISMS?

    Odpoveď

    A managed system of policies, risk processes, controls, evidence, review, and continual improvement for information security. It is broader than a control checklist or toolset.

  305. Kartička 305

    Otázka

    What does a contract's choice-of-law clause do?

    Odpoveď

    Names the law intended to govern the contract. It does not automatically override mandatory laws or every court's jurisdiction.

  306. Kartička 306

    Otázka

    What makes a legal hold operationally defensible in cloud systems?

    Odpoveď

    Authorized scope, prompt preservation, deletion suspension, controlled collection, access logging, periodic review, and documented release. Test whether provider features cover all copies.

  307. Kartička 307

    Otázka

    Does calling a field PII or PHI settle every privacy obligation?

    Odpoveď

    No. Applicability depends on the data, person, entity, purpose, context, and governing law or contract. Classify with qualified privacy and legal input.

  308. Kartička 308

    Otázka

    Which design control reduces privacy risk before consent screens and notices?

    Odpoveď

    Data minimization tied to a specific approved purpose. Collecting less reduces exposure, rights handling, retention, and breach impact.

  309. Kartička 309

    Otázka

    What is a processor's core duty toward controller data?

    Odpoveď

    Process it only under authorized instructions and required legal obligations, while applying agreed controls and assistance. Subprocessors need governed approval and flow-down terms.

  310. Kartička 310

    Otázka

    What control reveals cross-border cloud data processing before it becomes a compliance surprise?

    Odpoveď

    A maintained data and subprocessors map tied to locations, purposes, roles, transfers, and safeguards. Reconcile contracts with actual telemetry and provider disclosures.

  311. Kartička 311

    Otázka

    How do internal and external audits differ?

    Odpoveď

    Internal audit provides independent assurance inside the organization; external audit is performed by an outside party for a defined objective. Both require scope, criteria, evidence, and independence.

  312. Kartička 312

    Otázka

    When should a PIA be reopened?

    Odpoveď

    When purpose, data, people, model, provider, location, sharing, retention, or risk materially changes. A one-time assessment becomes stale as processing evolves.

  313. Kartička 313

    Otázka

    How should a cloud team use GDPR, PIPEDA, India's DPDP Act, FERPA, HIPAA, ISO/IEC 27018, or GAPP?

    Odpoveď

    First determine which laws apply, then map their obligations and any selected framework guidance to actual processing and controls. A named standard or provider region is not automatic compliance.

  314. Kartička 314

    Otázka

    Two countries impose conflicting duties on the same cloud records. What is the first move?

    Odpoveď

    Escalate to qualified counsel with the exact data, actors, locations, contracts, orders, and timelines. Preserve evidence and avoid an irreversible technical action based on guesswork.

  315. Kartička 315

    Otázka

    What protects an internal auditor's independence?

    Odpoveď

    Authority to assess outside the operation being audited, objective reporting, and freedom from designing or owning the control under review. Internal employment does not prevent independence if governance is sound.

  316. Kartička 316

    Otázka

    What does a privacy officer oversee?

    Odpoveď

    Privacy governance, impact assessment, rights, transparency, lawful processing, transfers, incidents, and regulator engagement. The exact statutory role varies by jurisdiction.

  317. Kartička 317

    Otázka

    What do SOC, SSAE, and ISAE labels tell an assurance-report reader?

    Odpoveď

    SOC identifies a service-organization report family, while SSAE and ISAE identify attestation standards used for defined engagements. The exact report type, criteria, period, scope, exceptions, and subservices determine its value.

  318. Kartička 318

    Otázka

    What must an audit plan define before cloud audit fieldwork starts?

    Odpoveď

    The objective, criteria, scope, responsibilities, schedule, methods, evidence access, and reporting path. The plan should also name constraints and follow-up ownership.

  319. Kartička 319

    Otázka

    How do risk appetite and risk tolerance differ?

    Odpoveď

    Risk appetite expresses the amount and type of risk an organization is willing to pursue or retain; tolerance sets acceptable variation around objectives. Both guide escalation and treatment.

  320. Kartička 320

    Otázka

    What does an enterprise risk owner decide?

    Odpoveď

    Whether to avoid, mitigate, transfer or share, or accept a documented risk within authority. The owner tracks residual exposure and review triggers.

  321. Kartička 321

    Otázka

    How should risk metrics be designed?

    Odpoveď

    Tie each metric to a decision, owner, threshold, reliable source, trend, and response. Separate leading indicators from lagging outcomes and guard against easy gaming.

  322. Kartička 322

    Otázka

    What is gap analysis?

    Odpoveď

    Comparison of current control state with a required or target state. Each gap needs impact, owner, treatment, evidence, and due date.

  323. Kartička 323

    Otázka

    What makes cloud audit evidence reliable?

    Odpoveď

    Clear criteria, complete scope, trustworthy source, protected integrity, accurate time, repeatable collection, and accountable ownership. Screenshots without context are weak evidence.

  324. Kartička 324

    Otázka

    Why does a distributed cloud model complicate audit scope?

    Odpoveď

    Controls, evidence, people, providers, and data span locations and jurisdictions with different access and retention limits. Define boundaries and shared responsibilities before fieldwork.

  325. Kartička 325

    Otázka

    Can a clean SOC report prove compliance with a customer's specialized regulation?

    Odpoveď

    No. Map the report's criteria, period, scope, exceptions, subservices, and customer controls to the specific requirement. NERC CIP, HIPAA, HITECH, PCI, or another regime may need additional evidence.

  326. Kartička 326

    Otázka

    What should a customer assess in a cloud provider's risk-management program?

    Odpoveď

    Whether its policies, methods, controls, risk profile, and appetite fit the customer's requirements and exposure. Review evidence before selection and when material risk changes.

  327. Kartička 327

    Otázka

    What is a data owner's enterprise-risk role?

    Odpoveď

    Set business value, classification, allowed use, access, retention, and acceptable risk for the data. Custodians implement the resulting controls.

  328. Kartička 328

    Otázka

    What AI evidence supports accountability and explainability without promising perfect interpretation?

    Odpoveď

    Document intended use, data and model versions, decision roles, testing, limitations, human oversight, outputs, changes, and incident history. Match explanation depth to affected people and legal duties.

  329. Kartička 329

    Otázka

    What does a data steward add to governance?

    Odpoveď

    Consistent definitions, quality rules, metadata, lineage, and policy application across business use. The steward connects business meaning to operational handling.

  330. Kartička 330

    Otázka

    What is procurement's security role in cloud outsourcing?

    Odpoveď

    Make required risk, assurance, pricing, ownership, exit, and supplier terms part of selection and negotiation. Security requirements lose force if added after commercial commitment.

  331. Kartička 331

    Otázka

    When should an organization avoid a cloud risk rather than mitigate it?

    Odpoveď

    When stopping the activity is feasible and residual exposure would remain outside appetite or legal authority. Compare the business consequence of avoidance with other treatments.

  332. Kartička 332

    Otázka

    What is an external auditor responsible for?

    Odpoveď

    Perform the agreed independent engagement against stated criteria and report within its scope. The auditor does not own management's controls or risk decisions.

  333. Kartička 333

    Otázka

    How do an MSA, SOW, and SLA differ?

    Odpoveď

    The MSA sets the general legal relationship, the SOW defines specific work and deliverables, and the SLA sets measurable service commitments. Read them together for the full obligation.

  334. Kartička 334

    Otázka

    What should a cloud risk register contain?

    Odpoveď

    Scenario, assets, cause, consequence, owner, likelihood, impact, controls, treatment, residual risk, due dates, and review triggers. Link evidence and dependencies where useful.

  335. Kartička 335

    Otázka

    Who should own a cloud contract after signature?

    Odpoveď

    A named contract or vendor manager with business, legal, security, privacy, and service stakeholders. Ownership includes obligations, evidence, changes, renewals, disputes, and exit.

  336. Kartička 336

    Otázka

    Which contract controls support a safe cloud exit?

    Odpoveď

    Data and configuration export, assistance, timing, format, cost, continued access, verified deletion, transition support, and survival of needed duties. Exercise the exit path before a crisis.

  337. Kartička 337

    Otázka

    What makes a contractual right to audit usable?

    Odpoveď

    Defined scope, notice, frequency, methods, evidence access, confidentiality, cost, remediation, and alternatives when direct testing is unsafe. A vague right may be impossible to exercise.

  338. Kartička 338

    Otázka

    When does source-code escrow reduce cloud vendor viability risk?

    Odpoveď

    When usable code plus dependencies, documentation, rights, updates, and release triggers can support continuity. Escrow adds little if the customer cannot operate the service.

  339. Kartička 339

    Otázka

    What should a cloud incident-notification clause define?

    Odpoveď

    Trigger, timing, recipient, secure channel, minimum facts, updates, cooperation, evidence, regulator support, and subcontractor flow-down. Avoid waiting for the provider's final root cause before notice.

  340. Kartička 340

    Otázka

    What should happen to customer data when a cloud contract ends?

    Odpoveď

    Return or export it in a usable form, preserve only what is lawfully required, revoke access, and verify deletion across in-scope copies under the contract. Data ownership and transition duties should be settled before purchase.

Abstract cloud infrastructure with layered security boundaries, connected control nodes, and an AI model graph.

340 kartičiek

CCSP 2026 Flashcards: August Exam Outline Review

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