Harnessing AI and ML in Cybersecurity: Revolutionizing Defense, Detection, and Mitigation
Artificial Intelligence (AI) and Machine Learning (ML) have become pivotal in driving transformative changes in cybersecurity. These technologies are fundamentally reshaping how we understand, detect, and mitigate complex security threats. However, incorporating AI and ML into security operations presents both challenges and opportunities. This article explores the practical applications, challenges, and opportunities of AI and ML in cybersecurity, focusing on the necessity for Extended Detection and Response (XDR), alignment with Zeek, and their impact on Industrial Control Systems (ICS). The Need for XDR in Modern Cybersecurity Extended Detection and Response (XDR) is emerging as a critical component in modern cybersecurity, driven by the integration of AI and ML. XDR enhances threat detection and response across various security layers, providing a more comprehensive security posture. It integrates data from multiple sources, offering a unified view that improves threat visibility and accelerates response times. AI and ML play a crucial role in…