Securing the Future of Artificial Intelligence: A Comprehensive Overview of AI Security Measures

Abstract

The criticality of protecting artificial intelligence (AI) systems from malicious attacks has become increasingly paramount as they become ubiquitous in our daily lives. This chapter delves comprehensively into various dimensions of AI security, including detecting and preventing attacks, identifying vulnerabilities, ensuring privacy, establishing robust machine learning models, mitigating fraud, assessing risk, monitoring security, managing access, safeguarding against peripheral device attacks, and providing comprehensive security training. The chapter strongly emphasizes the urgent need to impose rigorous security measures to ensure the reliable and secure functioning of AI systems.