IBM / SafeLoRALinks
Github repo for NeurIPS 2024 paper "Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models"
☆23Updated 2 months ago
Alternatives and similar repositories for SafeLoRA
Users that are interested in SafeLoRA are comparing it to the libraries listed below
Sorting:
- This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturba…☆33Updated 8 months ago
- ☆24Updated last year
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆48Updated last year
- This is the official code for the paper "Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable".☆26Updated 8 months ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆166Updated 7 months ago
- This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning" (NeurIPS2024)☆25Updated last year
- ☆30Updated 8 months ago
- [ICLR 2025] A Closer Look at Machine Unlearning for Large Language Models☆41Updated last year
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆55Updated 2 months ago
- Awesome Large Reasoning Model(LRM) Safety.This repository is used to collect security-related research on large reasoning models such as …☆78Updated this week
- "In-Context Unlearning: Language Models as Few Shot Unlearners". Martin Pawelczyk, Seth Neel* and Himabindu Lakkaraju*; ICML 2024.☆28Updated 2 years ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆88Updated 8 months ago
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆28Updated last year
- This is the code repository for "Uncovering Safety Risks of Large Language Models through Concept Activation Vector"☆46Updated last month
- This repo is for the safety topic, including attacks, defenses and studies related to reasoning and RL☆52Updated 3 months ago
- Official repository for "Safety in Large Reasoning Models: A Survey" - Exploring safety risks, attacks, and defenses for Large Reasoning …☆82Updated 3 months ago
- [ICLR 2024] Towards Elminating Hard Label Constraints in Gradient Inverision Attacks☆13Updated last year
- [NeurIPS 2024] Fight Back Against Jailbreaking via Prompt Adversarial Tuning☆10Updated last year
- [NeurIPS 2024] Large Language Model Unlearning via Embedding-Corrupted Prompts☆35Updated last year
- [ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"☆13Updated 9 months ago
- To Think or Not to Think: Exploring the Unthinking Vulnerability in Large Reasoning Models☆32Updated 6 months ago
- A survey on harmful fine-tuning attack for large language model☆223Updated 2 weeks ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆65Updated last year
- Official codebase for "STAIR: Improving Safety Alignment with Introspective Reasoning"☆87Updated 9 months ago
- ☆59Updated 6 months ago
- ☆43Updated 3 weeks ago
- The first toolkit for MLRM safety evaluation, providing unified interface for mainstream models, datasets, and jailbreaking methods!☆14Updated 8 months ago
- Code and dataset for the paper: "Can Editing LLMs Inject Harm?"☆21Updated last year
- [NeurIPS25] Official repo for "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning"☆36Updated 2 months ago
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆62Updated last year