Applied GAI in Security

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Last Week in GAI Security Research - 08/19/24

Last Week in GAI Security Research - 08/19/24

Highlights from Last Week * 🧠 Metacognitive Myopia in Large Language Models * 🪲 Learning-based Models for Vulnerability Detection: An Extensive Study * 📘 Natural Language Outlines for Code: Literate Programming in the LLM Era * 📛 AttackER: Towards Enhancing Cyber-Attack Attribution with a Named Entity Recognition Dataset * 📊 Using Retriever Augmented Large Language Models for Attack Graph Generation

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

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

Last Week in GAI Security Research - 07/15/24

Last Week in GAI Security Research - 07/15/24

Highlights from Last Week * 😎 A Survey of Attacks on Large Vision-Language Models: Resources, Advances, and Future Trends * 🛍 On the (In)Security of LLM App Stores * 🦠 Tactics, Techniques, and Procedures (TTPs) in Interpreted Malware: A Zero-Shot Generation with Large Language Models * ⚠️ eyeballvul: a future-proof benchmark for vulnerability detection in the wild

Last Week in GAI Security Research - 07/08/24

Last Week in GAI Security Research - 07/08/24

Highlights from Last Week * 🪤 JailbreakHunter: A Visual Analytics Approach for Jailbreak Prompts Discovery from Large-Scale Human-LLM Conversational Datasets * 🦙 Badllama 3: removing safety finetuning from Llama 3 in minutes * 🖇 Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models * 🧑‍💻 Enhancing the Capability and Robustness of Large Language Models through Reinforcement

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

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