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Last Week in GAI Security Research - 08/12/24

Last Week in GAI Security Research - 08/12/24

Highlights from Last Week * 📡 Towards Explainable Network Intrusion Detection using Large Language Models * 🧑‍💻 Harnessing the Power of LLMs in Source Code Vulnerability Detection * 🕵️ From Generalist to Specialist: Exploring CWE-Specific Vulnerability Detection * 🤖 From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future * 🐡 Automated Phishing Detection Using
Brandon Dixon
Last Week in GAI Security Research - 07/29/24

Last Week in GAI Security Research - 07/29/24

Highlights from Last Week * 🔴 RedAgent: Red Teaming Large Language Models with Context-aware Autonomous Language Agent * 🩺 CVE-LLM : Automatic vulnerability evaluation in medical device industry using large language models * ❤‍🩹 PenHeal: A Two-Stage LLM Framework for Automated Pentesting and Optimal Remediation * 📚 Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs) * 🖐🏻 LLMmap: Fingerprinting
Brandon Dixon
Last Week in GAI Security Research - 07/01/24

Last Week in GAI Security Research - 07/01/24

Highlights from Last Week * 🪱 Synthetic Cancer – Augmenting Worms with LLMs * 🔗 Large Language Models for Link Stealing Attacks Against Graph Neural Networks  * 🧑‍💻 Assessing the Effectiveness of LLMs in Android Application Vulnerability Analysis * 🦠 MALSIGHT: Exploring Malicious Source Code and Benign Pseudocode for Iterative Binary Malware Summarization * 🦜 Poisoned LangChain: Jailbreak LLMs by LangChain
Brandon Dixon
Last Week in GAI Security Research - 06/17/24

Last Week in GAI Security Research - 06/17/24

Highlights from Last Week * 🛍 Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs * 🕵‍♀ Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models  * 🚪 A Survey of Backdoor Attacks and Defenses on Large Language Models: Implications for Security Measures  * 🤖 Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents  * ⛳ Dataset
Brandon Dixon