Autonomous Cyber Defense Systems: Opportunities and Challenges

Abstract

Autonomous Cyber Defense Systems (ACDS) represent a paradigm shift in cybersecurity, leveraging artificial intelligence (AI) and machine learning (ML) to proactively detect, mitigate, and respond to cyber threats without human intervention. This paper explores the opportunities and challenges presented by ACDS, examining their potential benefits in enhancing cyber resilience while addressing concerns regarding autonomy, ethics, and efficacy. The research highlights current advancements, discusses key technological components, and evaluates the implications for future cybersecurity strategies.