Oedipus: LLM-enchanced Reasoning CAPTCHA Solver
An LLM-enhanced framework demonstrating vulnerabilities in reasoning-based CAPTCHA systems through AI-powered solving.
Oct 1, 2025
VisionGuard: Secure and Robust Visual Perception of Autonomous Vehicles in Practice
A comprehensive framework for securing visual perception systems in autonomous vehicles against adversarial attacks.
Oct 14, 2024
PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal Consistency
A novel detection mechanism for sensor spoofing attacks using spatio-temporal consistency analysis.
Oct 14, 2024
PentestGPT: Evaluating and Harnessing Large Language Models for Automated Penetration Testing
An LLM-empowered automated penetration testing framework that leverages domain knowledge inherent in LLMs, achieving 228.6% task completion improvement over baseline GPT models.
Aug 14, 2024
Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection
A comprehensive taxonomy and effective detection methods for glitch tokens in Large Language Models.
Jul 15, 2024
A Hitchhiker's Guide to Jailbreaking ChatGPT via Prompt Engineering
A comprehensive guide to jailbreaking ChatGPT via prompt engineering techniques.
Apr 20, 2024
MASTERKEY: Automated Jailbreaking of Large Language Model Chatbots
A comprehensive framework for automated jailbreaking of Large Language Model chatbots, featuring novel attack methodologies and systematic analysis of defense mechanisms.
Feb 26, 2024
A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models
A comprehensive analysis of jailbreak attack and defense techniques for Large Language Models.
Feb 20, 2024
PANDORA: Jailbreak GPTs by Retrieval Augmented Generation Poisoning
Novel attack framework exploiting RAG mechanisms to jailbreak LLMs through retrieval database poisoning. Distinguished Paper Award winner.
Feb 1, 2024
Prompt Injection Attack against LLM-integrated Applications
A comprehensive study of prompt injection attacks against LLM-integrated applications.
Jun 9, 2023