Passing exam with AAIA日本語 latest training materials

Prepare and pass exam with our ISACA AAIA日本語 training material, here you will achieve your dream easily With TrainingQuiz!

Updated: Nov 10, 2026

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

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ISACA AAIA日本語 Exam Syllabus Topics:

TopicDetails
Topic 1
  • 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.
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
  • 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.

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

ISACA AAIA日本語 Exam Overview:

Certification Vendor:ISACA
Exam Name:ISACA Advanced in AI Audit
Exam Number:AAIA
Certificate Validity Period:3 years
Related Certifications:CPA
FCCA
CIA
CISA
ACCA
Real Exam Qty:90
Exam Price:US$459 (member) / US$599 (non-member)
Available Languages:English, Chinese, Spanish
Exam Format:Computer-based testing, Multiple-choice questions, Scenario-based questions
Passing Score:450 (scaled, range 200–800)
Exam Duration:150 minutes
Recommended Training:AAIA Review Manual
AAIA Official Review Course
Exam Registration:ISACA Official Registration
Sample Questions:ISACA AAIA日本語 Sample Questions
Exam Way:Computer-based; PSI test centers or remote proctored (remote not available in India, Mainland China, Hong Kong)
Pre Condition:Hold active CISA, CIA, CPA, ACCA, FCCA or equivalent qualified certification with IT audit/advisory focus
Official Syllabus URL:https://www.isaca.org/credentialing/aaia/aaia-exam-content-outline

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

Question #1

組織がラベル付けせずにAI生成コンテンツをトレーニングデータに混ぜている場合、IS監査担当者が最も懸念すべき点は何でしょうか?

  • A. モデルはアライメント保護を失います。
  • B. このモデルは、あたかも事実であるかのように、自身の誤りを強化します。
  • C. モデルは古い情報を伝播します。
  • D. 類似のクエリ間でモデルの出力が不整合になります。
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #2

AI監査において、モデルの決定が非技術的な関係者にも説明可能であることを示す最良の証拠となる成果物はどれですか?

  • A. ソースコードリポジトリ
  • B. 変更管理ログ
  • C. データ系統図
  • D. SHAP/LIMEなどの手法を用いたモデルカードまたは説明可能性レポート
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #3

非構造化された顧客フィードバックを使用して標準化されたレポートを生成するのに最適なAIソリューションは次のうちどれですか?

  • A. レコメンデーションエンジン
  • B. 予測分析
  • C. 自然言語処理 (NLP)
  • D. 異常検知
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #4

AI モデルのトレーニング データでクラスの不均衡が特定された場合、IS 監査人が最も懸念すべきは次のどれですか。

  • A. バイアスモデル
  • B. データ品質
  • C. モデルの過剰適合
  • D. データドリフト
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #5

プライバシーとデータ セキュリティを保護するために最も重要な AI データ ガバナンス方法は次のうちどれですか。

  • A. AI利用規定の策定
  • B. AIトレーニングに外部データソースを使用する
  • C. 定期的な監視の実装
  • D. AIモデルのパフォーマンスメトリクスの最適化
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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