XAI - Unmasking Cyber Threats Without Crying Wolf

Learn how explainable AI (XAI) can enhance cybersecurity threat detection while minimizing false positives in this 34-minute conference talk from BSides Bristol. Explore techniques for making AI-powered security systems more transparent and interpretable, enabling security teams to better understand and validate threat alerts. Discover practical approaches to implementing XAI in cybersecurity contexts, reducing alert fatigue, and improving the accuracy of threat detection systems while maintaining human oversight and decision-making capabilities.