GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models
CCS 2024 work on assessing and reducing gender bias in large language models.
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
PonziGuard: Detecting Ponzi Schemes on Ethereum with Contract Runtime Behavior Graph (CRBG)
Detecting Ponzi schemes on Ethereum using Contract Runtime Behavior Graph analysis.
Apr 14, 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
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
NAUTILUS: Automated RESTful API Vulnerability Detection
An automated framework for detecting vulnerabilities in RESTful APIs through combined static analysis and dynamic testing approaches.
Aug 9, 2023
SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View
A systematic analysis of sensor spoofing attacks against robotic vehicles, covering attack vectors, defenses, and future research directions.
Jul 3, 2023
On the (In)Security of Secure ROS2
First comprehensive security analysis of ROS2's security mechanisms, identifying critical vulnerabilities in secure robotic middleware.
Nov 7, 2022