Sizhe-Chen / StruQLinks
official implementation of [USENIX Sec'25] StruQ: Defending Against Prompt Injection with Structured Queries
☆46Updated last month
Alternatives and similar repositories for StruQ
Users that are interested in StruQ are comparing it to the libraries listed below
Sorting:
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆89Updated 10 months ago
- Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"☆66Updated last month
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆55Updated last year
- ☆100Updated 6 months ago
- ☆105Updated last year
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆69Updated 9 months ago
- ☆31Updated 10 months ago
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆51Updated 10 months ago
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆141Updated 4 months ago
- Code to generate NeuralExecs (prompt injection for LLMs)☆22Updated 9 months ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆159Updated last year
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆95Updated 7 months ago
- Benchmark evaluation code for "SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal" (ICLR 2025)☆59Updated 5 months ago
- Official Code for ACL 2024 paper "GradSafe: Detecting Unsafe Prompts for LLMs via Safety-Critical Gradient Analysis"☆59Updated 9 months ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆54Updated 10 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆64Updated 7 months ago
- ☆82Updated last year
- ☆38Updated 4 months ago
- Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM☆34Updated 7 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆55Updated 10 months ago
- Fingerprint large language models☆41Updated last year
- ☆39Updated 9 months ago
- ☆20Updated 2 months ago
- ☆33Updated 10 months ago
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆43Updated last year
- Code for Findings-EMNLP 2023 paper: Multi-step Jailbreaking Privacy Attacks on ChatGPT☆34Updated last year
- Agent Security Bench (ASB)☆107Updated 2 months ago
- [ICLR 2025] Dissecting adversarial robustness of multimodal language model agents☆99Updated 6 months ago
- This is the code repository for "Uncovering Safety Risks of Large Language Models through Concept Activation Vector"☆43Updated 9 months ago
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆58Updated last year