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Last Week in GAI Security Research - 03/03/25

Last Week in GAI Security Research - 03/03/25

Highlights from Last Week * 🖊 RapidPen: Fully Automated IP-to-Shell Penetration Testing with LLM-based Agents * ⭕ Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals * 🛡 Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents * 🚧 LongSafety: Evaluating Long-Context Safety of Large Language Models * 🕸 Why Are
Brandon Dixon
Last Week in GAI Security Research - 02/10/25

Last Week in GAI Security Research - 02/10/25

Highlights from Last Week * ☣️ Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation * 🥡 LLMSecConfig: An LLM-Based Approach for Fixing Software Container Misconfigurations * 🤓 Can LLMs Hack Enterprise Networks? Autonomous Assumed Breach Penetration-Testing Active Directory Networks * 📐 Rule-ATT&CK Mapper (RAM): Mapping SIEM Rules to TTPs Using LLMs * 🦥 OverThink:
Brandon Dixon
Last Week in GAI Security Research - 01/06/25

Last Week in GAI Security Research - 01/06/25

Highlights from Last Week * 🌨 Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense * ♠️ SPADE: Enhancing Adaptive Cyber Deception Strategies with Generative AI and Structured Prompt Engineering * 🎼 On the Validity of Traditional Vulnerability Scoring Systems for Adversarial Attacks against LLMs  * 🔒 TrustRAG: Enhancing Robustness and Trustworthiness in RAG * 😎 SafeSynthDP: Leveraging
Brandon Dixon