Sizhe-Chen / StruQ
official implementation of [USENIX Sec'25] StruQ: Defending Against Prompt Injection with Structured Queries
☆25Updated last month
Alternatives and similar repositories for StruQ:
Users that are interested in StruQ are comparing it to the libraries listed below
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆60Updated 3 months ago
- ☆66Updated 2 months ago
- Repo for the research paper "Aligning LLMs to Be Robust Against Prompt Injection"☆32Updated last month
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆39Updated 2 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆44Updated 3 months ago
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆36Updated 6 months ago
- [Arxiv 2024] Dissecting Adversarial Robustness of Multimodal LM Agents☆54Updated this week
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆48Updated 5 months ago
- ☆39Updated last year
- Code and data to go with the Zhu et al. paper "An Objective for Nuanced LLM Jailbreaks"☆21Updated last month
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆53Updated last week
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆74Updated this week
- Code to generate NeuralExecs (prompt injection for LLMs)☆17Updated last month
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆18Updated 5 months ago
- ☆30Updated 5 months ago
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆41Updated 4 months ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆134Updated 8 months ago
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆89Updated 3 weeks ago
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆29Updated 2 years ago
- PAL: Proxy-Guided Black-Box Attack on Large Language Models☆48Updated 5 months ago
- JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and further assess …☆44Updated 6 months ago
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆45Updated 8 months ago
- All in How You Ask for It: Simple Black-Box Method for Jailbreak Attacks☆16Updated 8 months ago
- ☆51Updated last year
- SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors☆36Updated 6 months ago
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆66Updated last month
- ☆36Updated 2 months ago
- A curated list of trustworthy Generative AI papers. Daily updating...☆68Updated 4 months ago
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆32Updated 2 months ago
- ☆31Updated last year