LLM-Tuning-Safety / LLMs-Finetuning-SafetyLinks
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 via OpenAI’s APIs.
☆298Updated last year
Alternatives and similar repositories for LLMs-Finetuning-Safety
Users that are interested in LLMs-Finetuning-Safety are comparing it to the libraries listed below
Sorting:
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆334Updated 4 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆133Updated 10 months ago
- ☆173Updated last year
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆155Updated last year
- Improving Alignment and Robustness with Circuit Breakers☆208Updated 8 months ago
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆84Updated last year
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆157Updated 2 months ago
- [NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey☆98Updated 9 months ago
- Awesome LLM Jailbreak academic papers☆98Updated last year
- WMDP is a LLM proxy benchmark for hazardous knowledge in bio, cyber, and chemical security. We also release code for RMU, an unlearning m…☆121Updated last week
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆342Updated 2 months ago
- LLM Unlearning☆162Updated last year
- [ICLR 2024]Data for "Multilingual Jailbreak Challenges in Large Language Models"☆73Updated last year
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆97Updated 3 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆93Updated last year
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆151Updated 5 months ago
- ☆134Updated 9 months ago
- Repository for the Paper (AAAI 2024, Oral) --- Visual Adversarial Examples Jailbreak Large Language Models☆222Updated last year
- Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs☆77Updated 6 months ago
- The official implementation of our NAACL 2024 paper "A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Lang…☆111Updated 4 months ago
- [arXiv:2311.03191] "DeepInception: Hypnotize Large Language Model to Be Jailbreaker"☆145Updated last year
- This repository provides an original implementation of Detecting Pretraining Data from Large Language Models by *Weijia Shi, *Anirudh Aji…☆223Updated last year
- TAP: An automated jailbreaking method for black-box LLMs☆170Updated 5 months ago
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆141Updated 3 months ago
- [ACL24] Official Repo of Paper `ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs`☆71Updated 2 months ago
- A fast + lightweight implementation of the GCG algorithm in PyTorch☆240Updated 3 weeks ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆125Updated last month
- [ICML 2025] Weak-to-Strong Jailbreaking on Large Language Models☆76Updated last month
- Papers about red teaming LLMs and Multimodal models.☆121Updated last week
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆79Updated 2 months ago