SchwinnL / circuit-breakers-eval
Independent robustness evaluation of Improving Alignment and Robustness with Short Circuiting
☆14Updated 7 months ago
Alternatives and similar repositories for circuit-breakers-eval:
Users that are interested in circuit-breakers-eval are comparing it to the libraries listed below
- Benchmark evaluation code for "SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal" (ICLR 2025)☆49Updated 3 weeks ago
- All in How You Ask for It: Simple Black-Box Method for Jailbreak Attacks☆16Updated 11 months ago
- Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"☆40Updated 2 months ago
- ☆24Updated 3 weeks ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆59Updated 2 months ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆43Updated 5 months ago
- [ICLR 2025] Dissecting Adversarial Robustness of Multimodal LM Agents☆77Updated last month
- Package to optimize Adversarial Attacks against (Large) Language Models with Varied Objectives☆67Updated last year
- Fluent student-teacher redteaming☆19Updated 8 months ago
- ☆53Updated 2 years ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆50Updated 7 months ago
- [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆49Updated last month
- ☆20Updated 2 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆48Updated 5 months ago
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆36Updated last year
- Adversarial Attacks on GPT-4 via Simple Random Search [Dec 2023]☆43Updated 11 months ago
- PAL: Proxy-Guided Black-Box Attack on Large Language Models☆49Updated 7 months ago
- Safe Unlearning: A Surprisingly Effective and Generalizable Solution to Defend Against Jailbreak Attacks☆25Updated 8 months ago
- Code to generate NeuralExecs (prompt injection for LLMs)☆20Updated 4 months ago
- Code to replicate the Representation Noising paper and tools for evaluating defences against harmful fine-tuning☆17Updated 3 months ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆64Updated 6 months ago
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆19Updated 8 months ago
- Code and data to go with the Zhu et al. paper "An Objective for Nuanced LLM Jailbreaks"☆27Updated 3 months ago
- Weak-to-Strong Jailbreaking on Large Language Models☆72Updated last year
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆58Updated 4 months ago
- ☆19Updated 5 months ago
- WMDP is a LLM proxy benchmark for hazardous knowledge in bio, cyber, and chemical security. We also release code for RMU, an unlearning m…☆107Updated 11 months ago
- official implementation of [USENIX Sec'25] StruQ: Defending Against Prompt Injection with Structured Queries☆30Updated last week
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆82Updated 8 months ago
- ☆31Updated last year