Auditing artificial intelligence a handbook for audit, risk and security professionals / Albert J. Marcella.
| Author/creator | Marcella, Albert J. |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton : CRC Press, 2026. |
| Description | pages cm |
| Supplemental Content | Full text available from eBooks on EBSCOhost |
| Subjects |
| Contents | Artificial intelligence : the basics -- AI algorithms -- Key metrics for generative AI -- AI KPIs -- AI governance and oversight -- Auditing AI accountability -- Auditing the trustworthiness of AI -- AI systems decision-making : auditing fairness -- Auditing the reliability of GEN-AI tools -- Auditing the ethics of AI -- Auditing the process of prompt engineering -- AI risk management -- Auditing AI bias and deception risk -- Risk assessment : auditing AI software vs traditional software -- Auditing the status of AI compliance -- Auditing AI system documentation and reporting -- Reinforcement learning models and reward reports -- Code analysis -- Change management and AI systems -- Safety and security of AI systems and software -- Software certification of AI systems -- Auditing AI system performance -- Auditing AI systems : continuous monitoring -- Data collection and operational consistency. |
| Abstract | "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. 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"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2025018976 |
| ISBN | 9781041078791 hardback |
| ISBN | 9781041086758 paperback |
| ISBN | ebook |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |