Explore groundbreaking research on AI-based antivirus technology using deep learning in this 29-minute Black Hat conference talk. Discover how the speakers achieved impressive results with a false positive rate below 0.05% and a false negative rate under 12%, making the technology suitable for production environments. Learn about the implementation of this AI-driven antivirus solution, which has been operational since January 2016. Gain insights from speakers Liuping Hou, Thomas Lei Wang, Yanyan Ji, and Zhijun Jia as they discuss the potential of AI to overcome challenges in cybersecurity where traditional methods have fallen short.
Overview
Syllabus
AI based Antivirus: Can AlphaAV Win the Battle in which Man Has Failed?
Taught by
Black Hat