Applied GAI in Security

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Last Week in GAI Security Research - 11/18/24

Last Week in GAI Security Research - 11/18/24

Highlights from Last Week * 👹 Unmasking the Shadows: Pinpoint the Implementations of Anti-Dynamic Analysis Techniques in Malware Using LLM * 🐑 LLM App Squatting and Cloning * ✅ Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders * 💔 RedCode: Risky Code Execution and Generation Benchmark for Code Agents * 🎓 MultiKG: Multi-Source

Hire an AI Strategist in Security

Hire an AI Strategist in Security

The current AI boom is unlike any other, moving at an unprecedented pace. It has been nearly two years since the launch of ChatGPT, and new advancements, features, and research papers continue to emerge almost daily. Many people I speak with—individuals and organizations—often feel overwhelmed by the amount

Last Week in GAI Security Research - 10/07/24

Last Week in GAI Security Research - 10/07/24

Highlights from Last Week * 🫥 The Perfect Blend: Redefining RLHF with Mixture of Judges * 🔏 Confidential Prompting: Protecting User Prompts from Cloud LLM Providers * 🦺 Overriding Safety protections of Open-source Models * 🤖 Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents * 🧠 Undesirable Memorization in Large Language Models: A

Last Week in GAI Security Research - 09/23/24

Last Week in GAI Security Research - 09/23/24

Highlights from Last Week * 🧮 Jailbreaking Large Language Models with Symbolic Mathematics * ❇ AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing * 📨 Towards Novel Malicious Packet Recognition: A Few-Shot Learning Approach * 🧑‍💻 Hacking, The Lazy Way: LLM Augmented Pentesting * 📝 CoCA: Regaining Safety-awareness of Multimodal

Last Week in GAI Security Research - 09/16/24

Last Week in GAI Security Research - 09/16/24

Highlights from Last Week * 🍯 LLM Honeypot: Leveraging Large Language Models as Advanced Interactive Honeypot Systems * 🔎 Exploring LLMs for Malware Detection: Review, Framework Design, and Countermeasure Approaches * ⛑️ LLM-Enhanced Software Patch Localization * 🔒 A First Look At Efficient And Secure On-Device LLM Inference Against KV Leakage * 📒 Using Large Language Models for

Last Week in GAI Security Research - 09/09/24

Last Week in GAI Security Research - 09/09/24

Highlights from Last Week * 🐚 RACONTEUR: A Knowledgeable, Insightful, and Portable LLM-Powered Shell Command Explainer * 🤖 SafeEmbodAI: a Safety Framework for Mobile Robots in Embodied AI Systems * 📰 LLM Detectors Still Fall Short of Real World: Case of LLM-Generated Short News-Like Posts * 🎭 The Dark Side of Human Feedback: Poisoning Large

Last Week in GAI Security Research - 09/02/24

Last Week in GAI Security Research - 09/02/24

Highlights from Last Week * 🤺 Is Generative AI the Next Tactical Cyber Weapon For Threat Actors? Unforeseen Implications of AI Generated Cyber Attacks * 🥀 Detecting AI Flaws: Target-Driven Attacks on Internal Faults in Language Models * 📧 Investigating the Effectiveness of Bayesian Spam Filters in Detecting LLM-modified Spam Mails * 🚪BackdoorLLM: A Comprehensive