Gelei Deng
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  • Projects
    • Excalibur
    • Safety Snowball Agent
    • MASTERKEY
    • PANDORA
    • NAUTILUS
    • PentestGPT
  • Publications
    • What Makes a Good LLM Agent for Real-world Penetration Testing?
    • Agent Skills in the Wild: An Empirical Study of Security Vulnerabilities at Scale
    • RSafe: Incentivizing Proactive Reasoning to Build Robust and Adaptive LLM Safeguards
    • Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models
    • Controllable Spoofing Attacks on Visual SLAM in Robotic Vehicles
    • When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models
    • Oedipus: LLM-enchanced Reasoning CAPTCHA Solver
    • Detecting Perception-Based Attacks using Visual Odometry: Inconsistency Modeling and Checking on Robotic States
    • IllusionCAPTCHA: A CAPTCHA based on Visual Illusion
    • Source Code Summarization in the Era of Large Language Models
    • Efficient Detection of Toxic Prompts in Large Language Models
    • GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models
    • PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal Consistency
    • VisionGuard: Secure and Robust Visual Perception of Autonomous Vehicles in Practice
    • PentestGPT: Evaluating and Harnessing Large Language Models for Automated Penetration Testing
    • Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection
    • A Hitchhiker's Guide to Jailbreaking ChatGPT via Prompt Engineering
    • PonziGuard: Detecting Ponzi Schemes on Ethereum with Contract Runtime Behavior Graph (CRBG)
    • MASTERKEY: Automated Jailbreaking of Large Language Model Chatbots
    • A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models
    • PANDORA: Jailbreak GPTs by Retrieval Augmented Generation Poisoning
    • Digger: Detecting Copyright Content Mis-usage in Large Language Model Training
    • NAUTILUS: Automated RESTful API Vulnerability Detection
    • SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View
    • Prompt Injection Attack against LLM-integrated Applications
    • Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study
    • Automatic Code Summarization via ChatGPT: How Far Are We?
    • The Threat of Offensive AI to Organizations
    • On the (In)Security of Secure ROS2
    • Morest: Model-based RESTful API Testing with Execution Feedback
    • An Investigation of Byzantine Threats in Multi-Robot Systems
    • Novel Denial-of-Service Attacks Against Cloud-based Multi-Robot Systems
    • Efficient Password Guessing based on a Password Segmentation Approach
    • A Fog Computing Based Approach to DDoS Mitigation in IIoT Systems
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MASTERKEY

Feb 26, 2024 · 1 min read
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MASTERKEY is a research framework for automated jailbreak attack generation and defense evaluation for LLM chatbots.

The framework supports systematic analysis of jailbreak strategies across commercial chatbot systems and was published at NDSS 2024.

Last updated on Feb 26, 2024
Large Language Models AI Security Jailbreak Attacks Open Source
Gelei Deng
Authors
Gelei Deng
← Safety Snowball Agent Dec 2, 2025
PANDORA Feb 1, 2024 →

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