https://www.youtube.com/watch?v=tTp1uypVeCQ "From Prompts to Plans: Security and Safety Testing for Agentic AI" by Jason Stanley: The Core Problem: AI is Evolving Faster Than Our Testing MethodsStanley begins by highlighting the…
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=Ofo2RRaqVwU Here is a comprehensive summary of the Black Hat USA 2025 presentation "Pay Attention to the Clue: Clue-driven Reverse Engineering by LLM in Real-world Malware Analysis" by Tien-Chih Lin and Wei-Chieh…
https://www.youtube.com/watch?v=oaU6a8nuyT8 "Hack To The Future: Owning AI-Powered Tools With Old School Vulns" by Nils Amiet and Nathan Hamiel at Black Hat USA 2025: Core Thesis The integration of generative AI into…
https://www.youtube.com/watch?v=iLX4OdAEznY "When Guardrails Aren't Enough: Reinventing Agentic AI Security With Architectural Controls," delivered by David Brauchler III from NCC Group. The Core Thesis The central argument of the presentation is that guardrails…
https://www.youtube.com/watch?v=nmMUMzLxBkU "Invitation is All You Need! TARA for Targeted Promptware Attack against Gemini-Powered Assistants," presented by Ben Nassi, Or Yair, and Stav Cohen. Core Premise The presentation highlights a new, highly…
https://www.youtube.com/watch?v=WKmEzRJZ6H4 "Training Specialist Models: Automating Malware Development" explores how small, specialized Large Language Models (LLMs) can be trained to outperform massive generalist models in specific, highly technical tasks—specifically, the creation of…
https://www.youtube.com/watch?v=QfUdKtkBRjA In the "Tinker Tailor LLM Spy: Investigate & Respond to Attacks on GenAI Chatbots" talk by Black Hat, Ellen Scott discusses the increasing ubiquity of Generative AI chatbots and…