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Auditing Artificial Intelligence

A Handbook for Audit, Risk and Security Professionals

Medium: Buch
ISBN: 978-1-041-08675-8
Verlag: CRC Press
Erscheinungstermin: 15.09.2025
vorbestellbar, Erscheinungstermin ca. September 2025

Artificial Intelligence (AI) is revolutionizing industries, yet its rapid evolution presents unprecedented challenges in governance, ethics, and security. Auditing Artificial Intelligence is an essential guide for IT auditors, information security experts, and risk management professionals seeking to understand, evaluate, and mitigate AI-related risks.

This book provides a structured framework for auditing AI systems, covering critical areas such as governance, compliance, algorithm transparency, ethical accountability, and system performance. With 24 insightful chapters, it explores topics including:

· AI Governance & Ethics – Establishing frameworks to ensure fairness, accountability, and transparency in AI deployments.

· Risk Management & Compliance – Addressing the legal and regulatory landscape, including GDPR, the EU AI Act, and ISO standards.

· Bias & Trustworthiness – Evaluating AI decision-making to detect bias and ensure equitable outcomes.

· Security & Continuous Monitoring – Safeguarding AI systems from adversarial attacks and ensuring operational consistency.

· Model Performance & Explainability – Assessing AI outputs, refining accuracy, and ensuring alignment with business objectives.

Designed for professionals tasked with assessing AI systems, this book combines practical methodologies, industry standards, and real-world audit questions to help organizations build responsible and resilient AI practices and assess associated risks. Whether you are assessing AI governance, monitoring AI-driven risks, or ensuring compliance with emerging regulations, this handbook provides the guidance you need to navigate and assess the complexities of AI systems with confidence.

Stay ahead in your role and responsibility for assessing the rapidly evolving deployment and use of AI across the organization — equip yourself with the knowledge and tools to ensure its responsible, safe, approved, secure, and ethical use.


Produkteigenschaften


  • Artikelnummer: 9781041086758
  • Medium: Buch
  • ISBN: 978-1-041-08675-8
  • Verlag: CRC Press
  • Erscheinungstermin: 15.09.2025
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2025
  • Produktform: Kartoniert
  • Seiten: 328
  • Format (B x H): 156 x 234 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Part 1 AUDITING ARTIFICIAL INTELLIGENCE

Chapter 1 Artificial Intelligence: The Basics

Chapter 2 AI Algorithms

Chapter 3: Key Metrics for Generative AI

Chapter 4 AI KPIs

Part 2 AI GOVERNANCE AND OVERSIGHT

Chapter 5 AI Governance and Oversight

Chapter 6 Auditing AI Accountability

Chapter 7 Auditing The Trustworthiness of AI

Chapter 8 AI Systems Decision-Making: Auditing Fairness

Chapter 9 Auditing The Reliability of GEN-AI Tools

Chapter 10 Auditing the Ethics of AI

Chapter 11 Auditing the Process of Prompt Engineering

Part 3 AI RISK MANAGEMENT

Chapter 12 AI Risk Management

Chapter 13 Auditing AI Bias and Deception Risk

Chapter 14 Risk Assessment: Auditing AI Software vs Traditional Software

Part 4 AI REGULATORY AND COMPLIANCE

Chapter 15 Auditing The Status Of AI Compliance

Part 5 AUDITING AI SYSTEMS

Chapter 16 Auditing AI System Documentation and Reporting

Chapter 17 Reinforcement Learning Models and Reward Reports

Chapter 18 Code Analysis

Chapter 19 Change Management and AI Systems

Chapter 20 Safety and Security of AI Systems and Software

Chapter 21 Software Certification of AI Systems

Chapter 22 Auditing AI System Performance

Chapter 23 Auditing AI Systems: Continuous Monitoring

Chapter 24 Data Collection and Operational Consistency