facebookresearch / SecAlignLinks
Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"
☆75Updated 4 months ago
Alternatives and similar repositories for SecAlign
Users that are interested in SecAlign are comparing it to the libraries listed below
Sorting:
- official implementation of [USENIX Sec'25] StruQ: Defending Against Prompt Injection with Structured Queries☆52Updated 3 weeks ago
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆175Updated 7 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆151Updated last year
- Code to generate NeuralExecs (prompt injection for LLMs)☆25Updated 2 months ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆171Updated last year
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆99Updated last year
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆64Updated last year
- [ICLR 2025] Dissecting adversarial robustness of multimodal language model agents☆119Updated 9 months ago
- ☆114Updated 2 years ago
- ☆189Updated 2 years ago
- Benchmark evaluation code for "SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal" (ICLR 2025)☆69Updated 9 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆60Updated 2 months ago
- ☆36Updated last year
- ☆39Updated last year
- [NeurIPS'24] RedCode: Risky Code Execution and Generation Benchmark for Code Agents☆60Updated 3 weeks ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆65Updated 10 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆77Updated last year
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆172Updated 8 months ago
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆107Updated 10 months ago
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆116Updated 9 months ago
- ☆112Updated 10 months ago
- [ICML 2025] Weak-to-Strong Jailbreaking on Large Language Models☆90Updated 7 months ago
- Package to optimize Adversarial Attacks against (Large) Language Models with Varied Objectives☆70Updated last year
- [CCS 2024] Optimization-based Prompt Injection Attack to LLM-as-a-Judge☆36Updated 2 months ago
- A toolkit to assess data privacy in LLMs (under development)☆64Updated 11 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆98Updated last year
- [CIKM 2024] Trojan Activation Attack: Attack Large Language Models using Activation Steering for Safety-Alignment.☆29Updated last year
- Independent robustness evaluation of Improving Alignment and Robustness with Short Circuiting☆18Updated 7 months ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆59Updated last year
- [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆65Updated 5 months ago