Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]
☆399Jan 23, 2025Updated last year
Alternatives and similar repositories for llm-adaptive-attacks
Users that are interested in llm-adaptive-attacks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆808Jul 2, 2025Updated last year
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆691Apr 4, 2025Updated last year
- A fast + lightweight implementation of the GCG algorithm in PyTorch☆355May 13, 2025Updated last year
- TAP: An automated jailbreaking method for black-box LLMs☆251Dec 10, 2024Updated last year
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆168Nov 30, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆72Sep 12, 2026Updated last month
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆467Jan 22, 2025Updated last year
- [ICML 2025] An official source code for paper "FlipAttack: Jailbreak LLMs via Flipping".☆182Aug 11, 2026Updated 2 months ago
- ☆19Feb 25, 2024Updated 2 years ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆183May 6, 2024Updated 2 years ago
- Improving Alignment and Robustness with Circuit Breakers☆271Sep 24, 2024Updated 2 years ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆88Nov 3, 2024Updated last year
- ☆206Nov 26, 2023Updated 2 years ago
- An easy-to-use Python framework to generate adversarial jailbreak prompts.☆932Sep 1, 2026Updated last month
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆175Dec 18, 2024Updated last year
- HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal☆1,083Aug 16, 2024Updated 2 years ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆66Jan 11, 2025Updated last year
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆75Oct 23, 2024Updated 2 years ago
- ☆38May 17, 2025Updated last year
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆24Jul 26, 2024Updated 2 years ago
- PAL: Proxy-Guided Black-Box Attack on Large Language Models☆56Aug 17, 2024Updated 2 years ago
- Universal and Transferable Attacks on Aligned Language Models☆4,849Aug 2, 2024Updated 2 years ago
- We jailbreak GPT-3.5 Turbo’s safety guardrails by fine-tuning it on only 10 adversarially designed examples, at a cost of less than $0.20…☆360Feb 23, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆152Jul 19, 2024Updated 2 years ago
- Code for our NeurIPS 2024 paper Improved Generation of Adversarial Examples Against Safety-aligned LLMs☆12Nov 7, 2024Updated last year
- [ICLR 2025 Spotlight] The official implementation of our ICLR2025 paper "AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to…☆396Oct 8, 2025Updated last year
- [ICML 2024] Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast☆130Mar 26, 2024Updated 2 years ago
- Improved techniques for optimization-based jailbreaking on large language models (ICLR2025)☆147Apr 7, 2025Updated last year
- An Interpretable N-gram Perplexity Threat Model for Large Language Model Jailbreaks [ICML 2025]☆12Jun 11, 2025Updated last year
- ☆134Jul 29, 2026Updated 3 months ago
- ☆25Jan 17, 2025Updated last year
- Does Refusal Training in LLMs Generalize to the Past Tense? [ICLR 2025]☆79Jan 23, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆194Apr 23, 2025Updated last year
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆200Apr 1, 2025Updated last year
- TACL 2025: Investigating Adversarial Trigger Transfer in Large Language Models☆20Aug 17, 2025Updated last year
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆108May 20, 2025Updated last year
- Repository for the Paper (AAAI 2024, Oral) --- Visual Adversarial Examples Jailbreak Large Language Models☆286May 13, 2024Updated 2 years ago
- [USENIX Security'24] Official repository of "Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise a…☆120Oct 11, 2024Updated 2 years ago
- Code and data to go with the Zhu et al. paper "An Objective for Nuanced LLM Jailbreaks"☆38Jul 2, 2026Updated 3 months ago