AAIA日本語 exam dumps

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  • Exam Code: AAIA日本語
  • Exam Name: ISACA Advanced in AI Audit (AAIA日本語版)
  • No. of Questions: 328 Questions and Answers
  • Updated: Oct 06, 2026

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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:FCCA
CISA
CIA
CPA
ACCA
Passing Score:65%
Real Exam Qty:90
Exam Format:Remotely Proctored, Multiple Choice, Computer-Based
Exam Duration:120 minutes
Available Languages:English
Sample Questions: DOWNLOAD DEMO
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:

SectionObjectives
Topic 1: AI Operations- AI System Lifecycle
  • 1. Configuration and change management
  • 2. AI system development and deployment
  • 3. Monitoring and maintenance
- AI Data Management
  • 1. Operational AI controls
  • 2. Training and testing data
  • 3. Data quality and integrity
Topic 2: AI Governance and Risk- AI Governance Frameworks
  • 1. Regulatory and compliance considerations
  • 2. AI risk management
  • 3. AI policies and governance structures
- AI Security and Controls
  • 1. Threat and vulnerability management
  • 2. Identity and access management
  • 3. Vendor and supply chain risk
Topic 3: AI Auditing Tools and Techniques- Audit Testing and Reporting
  • 1. Testing and sampling methodologies
  • 2. Evidence collection techniques
  • 3. Audit reporting and follow-up
- AI Audit Planning
  • 1. Audit resource planning
  • 2. AI audit methodologies
  • 3. Audit scoping and objectives

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Let the official ISACA Advanced in AI Audit (AAIA日本語版) weights decide:
  • AI Auditing Tools and Techniques ()
  • AI Operations ()
  • AI Governance and Risk ()
Heavy domains get the long, careful sessions; light ones get a brisk review. It is the surest way to convert your last hours into exam points.
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.

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

「シャドウAI」(IT部門やセキュリティ部門の承認を得ずに事業部門が導入したAIツール)の主な監査リスクは何ですか?

  • A. 購読料の値上げ
  • B. 従業員の生産性向上
  • C. より迅速な導入サイクル
  • D. 承認されていないAI利用に関する可視性、ガバナンス、リスク管理の欠如
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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AI ベースのアプリケーション システムに影響を与える最悪のサービス中断シナリオを最も効果的に軽減できる制御は次のどれですか。

  • A. 中断が発生した場合のキルチェーンプロセスの実装
  • B. 主要リスク指標(KRI)を定期的に更新する
  • C. 災害復旧計画 (DRP) にさまざまな AI 中断シナリオを含める
  • D. 定期的な卓上演習の実施
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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ある組織は、AIベースのドキュメントリポジトリソリューションを導入した後、既存のデータガバナンスフレームワークを見直しています。以下のどれを優先的に検討すべきでしょうか?

  • A. 定性データ収集
  • B. データ保持ポリシー
  • C. データ分類
  • D. データ拡充
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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ある自動車メーカーは、AIモデルを用いて自社車両のメンテナンスニーズを予測しています。情報システム監査人がAIモデルの判断をステークホルダーに対して最も効果的に検証するために適用できる手法は次のうちどれですか?

  • A. メンテナンスパターンのために走行距離やエンジン温度に基づいて車両をグループ化するK平均アルゴリズムを使用する
  • B. ローカル解釈可能なモデル非依存説明(LIME)を使用して、特定の特徴が予測にどのように寄与するかを分析する
  • C. ニューラルネットワークの視覚化を使用して、AIモデルがレイヤーを通じてデータを処理する方法を示します。
  • D. サポートベクターマシン (SVM) を利用して、メンテナンスの緊急度に基づいて車両を分類する
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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情報システム監査人が、K平均法を用いて顧客をクラスタリングするAIツールをレビューしました。あるクラスタでは、支出額が非常に高いものの、製品の多様性が低いことが示されています。監査人はどのような勧告を行うべきでしょうか?

  • A. 支出行動の変動をより正確に把握するために、クラスターの数を増やします。
  • B. クラスターを、製品への関心が限定されている忠実な顧客の潜在的に有効なセグメントとして扱います。
  • C. より正確な分析を行うには、K-means クラスタリングを教師あり学習モデルに置き換えます。
  • D. 高額支出の顧客が高い製品の多様性を示さなかったためにアルゴリズムが失敗したことを文書化します。
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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