https://www.youtube.com/watch?v=X_Qb_EVDQx4 "One Agent to Rule Them All" by cybersecurity researchers Stav Cohen and Adar Peleg. Core ThemeThe presentation highlights a novel and severe security vulnerability in Generative AI Multi-Agent Systems…
https://www.youtube.com/watch?v=WVjnipkKp4U This video is a Black Hat USA 2025 talk titled “BinWhisper: LLM-Driven Reasoning for Automated Vulnerability Discovery Behind Hall-of-Fame” by Qinrun Dai and Yifei Xie. The core idea is…
https://www.youtube.com/watch?v=8voNmYCUXSk Summary Using Large Language Models (LLMs) for offensive security (vulnerability discovery) currently results in an overwhelming number of false positives. To solve this, Dolan-Gavitt proposes shifting away from asking…
https://www.youtube.com/watch?v=ULXuhxj-WgA https://www.usenix.org/conference/usenixsecurity25/presentation/ruegge The main point is that Intel’s modern Spectre v2 defenses, especially eIBRS, can fail because branch predictor updates happen asynchronously. The researchers show that this timing creates “Branch…