Improved techniques for optimization-based jailbreaking on large language models (ICLR2025)
☆147Apr 7, 2025Updated last year
Alternatives and similar repositories for I-GCG
Users that are interested in I-GCG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Improving fast adversarial training with prior-guided knowledge (TPAMI2024)☆43Apr 21, 2024Updated 2 years ago
- Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging (TIFS2024)☆37Jun 4, 2024Updated 2 years ago
- Code for Semantic-Aligned Adversarial Evolution Triangle for High-Transferability Vision-Language Attack(TPAMI 2025)☆42Aug 28, 2025Updated last year
- [NDSS'24] Inaudible Adversarial Perturbation: Manipulating the Recognition of User Speech in Real Time☆57Sep 28, 2024Updated 2 years ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆66Jan 11, 2025Updated 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.
- 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
- Code for Fast Propagation is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks (TIFS2024)☆13Mar 29, 2024Updated 2 years ago
- ☆62Jun 5, 2024Updated 2 years ago
- A fast + lightweight implementation of the GCG algorithm in PyTorch☆356May 13, 2025Updated last year
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆88Nov 3, 2024Updated last year
- Emoji Attack [ICML 2025]☆44Jul 15, 2025Updated last year
- ☆25Jan 17, 2025Updated last year
- The official repository for guided jailbreak benchmark☆34Aug 31, 2026Updated last month
- [ICML 2025] An official source code for paper "FlipAttack: Jailbreak LLMs via Flipping".☆182Aug 11, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- TACL 2025: Investigating Adversarial Trigger Transfer in Large Language Models☆20Aug 17, 2025Updated last year
- ☆56Dec 7, 2024Updated last year
- SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification☆15Jun 10, 2025Updated last year
- The official repository of 'Unnatural Language Are Not Bugs but Features for LLMs'☆25May 20, 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
- [NeurIPS 2024] Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling☆35Nov 8, 2024Updated last year
- [CCS'24] SafeGen: Mitigating Unsafe Content Generation in Text-to-Image Models☆138Mar 30, 2026Updated 6 months ago
- [ICLR 2025] Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates (Oral)☆85Oct 23, 2024Updated last year
- [ArXiv 2025] Imperceptible Jailbreaking against Large Language Models☆25Oct 7, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆24Jun 16, 2024Updated 2 years ago
- A Unified Benchmark and Toolbox for Multimodal Jailbreak Attack–Defense Evaluation☆79May 8, 2026Updated 5 months ago
- ☆48May 29, 2026Updated 4 months ago
- The repo for paper: Exploiting the Index Gradients for Optimization-Based Jailbreaking on Large Language Models.☆15Dec 16, 2024Updated last year
- Submission Guide + Discussion Board for AI Singapore Global Challenge for Safe and Secure LLMs (Track 1A).☆16Jul 4, 2024Updated 2 years ago
- ☆39May 17, 2025Updated last year
- ☆27Jul 30, 2024Updated 2 years ago
- Code repository for the paper "Heuristic Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models"☆20Aug 7, 2025Updated last year
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆49Apr 15, 2025Updated 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.
- Code for NeurIPS 2024 Paper "Fight Back Against Jailbreaking via Prompt Adversarial Tuning"☆22May 6, 2025Updated last year
- This is the code repository of our submission: Understanding the Dark Side of LLMs’ Intrinsic Self-Correction.☆61Dec 20, 2024Updated last year
- Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]☆398Jan 23, 2025Updated last year
- REINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective☆25Feb 28, 2025Updated last year
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆42Oct 17, 2024Updated 2 years ago
- ☆109Feb 16, 2024Updated 2 years ago
- Code and data to go with the Zhu et al. paper "An Objective for Nuanced LLM Jailbreaks"☆37Jul 2, 2026Updated 3 months ago