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Exam Code: AAIA
Exam Name: ISACA Advanced in AI Audit (AAIA日本語版)
Certification Provider: ISACA
Corresponding Certification: Advanced in AI Audit

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AAIA日本語

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Updated: Oct 13, 2026

No. of Questions: 328 Questions & Answers with Testing Engine

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ISACA AAIA日本語 Exam Overview:

Certification Vendor:ISACA
Exam Name:ISACA Advanced in AI Audit
Exam Number:AAIA
Related Certifications:CPA
FCCA
CIA
CISA
ACCA
Exam Duration:120 minutes
Exam Format:Remotely Proctored, Computer-Based, Multiple Choice
Passing Score:65%
Real Exam Qty:90
Available Languages:English
Sample Questions:ISACA AAIA日本語 Sample Questions
Exam Way:Online remotely proctored computer-based exam
Pre Condition:Candidates must hold an active CISA certification or another qualified audit-related designation such as CIA, CPA, ACCA, FCCA, Canadian CPA, Australian CPA/FCPA, or Japanese CPA.
Official Syllabus URL:https://www.isaca.org/credentialing/aaia

ISACA AAIA日本語 Exam Syllabus Topics:

TopicDetails
Topic 1
  • AI GOVERNANCE AND RISK: It encompasses understanding different AI models and their life cycles, guiding AI strategy, defining roles and policies, managing AI-related risks, overseeing data privacy and governance, and ensuring adherence to ethical practices, standards, and regulations.
Topic 2
  • AI Operations: It covers managing AI-specific data needs—including collection, quality, security, and classification—applying development lifecycle methodologies with privacy and security by design, change and incident management, testing AI solutions, identifying AI-related threats and vulnerabilities, and supervising AI deployments.
Topic 3
  • Auditing Tools and Techniques: This section of the exam measures the skills of AI auditors and centers on auditing AI systems using appropriate tools and methods. It includes audit planning and design, sampling methodologies specific to AI, collecting audit evidence, using data analytics for quality assurance, and producing AI audit outputs and reports, including follow-up and quality control measures.

Reference: https://www.isaca.org/credentialing/aaia

ISACA Advanced in AI Audit (AAIA日本語版) Sample Questions:

Question #1

高リスク AI システムの開発と設計をサポートする最良の方法はどれですか?

  • A. データプライバシーに関するユーザー向けの定期的なトレーニングセッションを実施します。
  • B. AI システムにアクセスするすべてのユーザーに対して多要素認証 (MFA) を実装します。
  • C. 信頼できるデータセットの可用性を確保します。
  • D. AI システムのデータを安全なオフサイトの場所に定期的にバックアップします。
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #2

組織が成熟したMLOpsの実践を行っていることを示す最良の指標は次のうちどれですか？

  • A. モデルドキュメントはオプションです
  • B. テスト、検証、監視、ロールバック機能を備えた自動化されたCI/CDパイプライン
  • C. すべてのモデルは年に一度手動で再学習されます
  • D. モデルはパイプラインを介さずにデータサイエンティストによって直接デプロイされます
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #3

IS監査担当者は、保険会社が使用しているAIベースの不正検出システムが、類似のケースを処理する際に一貫性のない結果を生み出すことに気づきました。監査担当者が推奨する最も効率的な対策は次のうちどれですか？

  • A. トレーニングデータとモデル評価パラメータを分析します。
  • B. AIシステムに対するユーザーアクセス制御と認証を強化する。
  • C. すべての意思決定に人間が関与する仕組みを導入する。
  • D. 一貫性を向上させるために、AIアルゴリズムを定期的に更新します。
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

情報システム監査人が、疑わしい取引を検知するAIベースの不正検知システムをテストしたところ、誤検知率が高いことが判明しました。検知率を最も最適化するために、以下のどのテスト方法を優先すべきでしょうか？

  • A. 回帰テスト
  • B. 実質的なテスト
  • C. ベンフォードの法則の分析
  • D. クロスバリデーションテスト
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #5

AI ソリューションを実装するかどうかを決定する際に考慮すべき最も重要なのは次のどれですか?

  • A. AIの倫理的影響
  • B. AI導入コスト
  • C. AI導入のスピード
  • D. AIハードウェアに必要なスペース
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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