Latest

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

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

Highlights from Last Week * ๐Ÿงฎ Jailbreaking Large Language Models with Symbolic Mathematics * โ‡ AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing * ๐Ÿ“จ Towards Novel Malicious Packet Recognition: A Few-Shot Learning Approach * ๐Ÿง‘โ€๐Ÿ’ป Hacking, The Lazy Way: LLM Augmented Pentesting * ๐Ÿ“ CoCA: Regaining Safety-awareness of Multimodal Large Language Models
Brandon Dixon
Last Week in GAI Security Research - 09/16/24

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

Highlights from Last Week * ๐Ÿฏ LLM Honeypot: Leveraging Large Language Models as Advanced Interactive Honeypot Systems * ๐Ÿ”Ž Exploring LLMs for Malware Detection: Review, Framework Design, and Countermeasure Approaches * โ›‘๏ธ LLM-Enhanced Software Patch Localization * ๐Ÿ”’ A First Look At Efficient And Secure On-Device LLM Inference Against KV Leakage * ๐Ÿ“’ Using Large Language Models for Template Detection
Brandon Dixon
Last Week in GAI Security Research - 08/26/24

Last Week in GAI Security Research - 08/26/24

Highlights from Last Week * ๐Ÿ‘ฎโ€โ™‚ MMJ-Bench: A Comprehensive Study on Jailbreak Attacks and Defenses for Vision Language Models * โš ๏ธ While GitHub Copilot Excels at Coding, Does It Ensure Responsible Output?ย  * ๐Ÿ” An Exploratory Study on Fine-Tuning Large Language Models for Secure Code Generation * ๐Ÿค– CIPHER: Cybersecurity Intelligent Penetration-testing Helper for Ethical Researcherย  * ๐Ÿฆฎ Perception-guided Jailbreak
Brandon Dixon
Last Week in GAI Security Research - 08/19/24

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

Highlights from Last Week * ๐Ÿง  Metacognitive Myopia in Large Language Modelsย  * ๐Ÿชฒ Learning-based Models for Vulnerability Detection: An Extensive Study * ๐Ÿ“˜ Natural Language Outlines for Code: Literate Programming in the LLM Era * ๐Ÿ“› AttackER: Towards Enhancing Cyber-Attack Attribution with a Named Entity Recognition Dataset * ๐Ÿ“Š Using Retriever Augmented Large Language Models for Attack Graph Generation
Brandon Dixon
Last Week in GAI Security Research - 08/12/24

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

Highlights from Last Week * ๐Ÿ“ก Towards Explainable Network Intrusion Detection using Large Language Models * ๐Ÿง‘โ€๐Ÿ’ป Harnessing the Power of LLMs in Source Code Vulnerability Detection * ๐Ÿ•ต๏ธ From Generalist to Specialist: Exploring CWE-Specific Vulnerability Detection * ๐Ÿค– From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future * ๐Ÿก Automated Phishing Detection Using
Brandon Dixon