Leveraging Streaming-Based Outlier Detection and SliceLine to Stop Heavily Distributed Bot Attacks

Explore advanced techniques for combating heavily distributed bot attacks in this 40-minute Black Hat conference talk. Dive into the power of streaming-based outlier detection and SliceLine to rapidly generate large volumes of rules and signatures for blocking malicious traffic. Learn why rules remain relevant alongside machine learning approaches, offering efficiency, convenience, and interpretability. Discover how to leverage existing rule engines and create effective defenses against sophisticated bot attacks. Gain insights from experts Konstantina Kontoudi and Antoine Vastel on implementing these cutting-edge strategies to enhance your cybersecurity posture.