Research

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

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

Highlights from Last Week * ๐Ÿ”ด RedAgent: Red Teaming Large Language Models with Context-aware Autonomous Language Agent * ๐Ÿฉบ CVE-LLM : Automatic vulnerability evaluation in medical device industry using large language models * โคโ€๐Ÿฉน PenHeal: A Two-Stage LLM Framework for Automated Pentesting and Optimal Remediation * ๐Ÿ“š Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs) * ๐Ÿ–๐Ÿป LLMmap: Fingerprinting
Brandon Dixon