[EMNLP 2025] Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment
☆17Jul 22, 2025Updated last year
Alternatives and similar repositories for LARF
Users that are interested in LARF are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for SafeMERGE (ICLR 2025).☆15Apr 1, 2025Updated last year
- ☆19Jun 21, 2025Updated last year
- Github repo for NeurIPS 2024 paper "Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models"☆30Dec 21, 2025Updated 8 months ago
- Code for the paper "AsFT: Anchoring Safety During LLM Fune-Tuning Within Narrow Safety Basin".☆38Jul 10, 2025Updated last year
- ☆24Dec 8, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A survey on harmful fine-tuning attack for large language model (ACM CSUR)☆247Sep 6, 2026Updated last week
- [ICLR 2025] On Evluating the Durability of Safegurads for Open-Weight LLMs☆13Jun 20, 2025Updated last year
- Official code for PLoP☆20Aug 31, 2026Updated 2 weeks ago
- [WSDM 2026] LookAhead Tuning: Safer Language Models via Partial Answer Previews☆17Dec 14, 2025Updated 9 months ago
- Our research proposes a novel MoGU framework that improves LLMs' safety while preserving their usability.☆18Jan 14, 2025Updated last year
- An implementation of SEAL: Safety-Enhanced Aligned LLM fine-tuning via bilevel data selection.☆24Feb 20, 2025Updated last year
- code space of paper "Safety Layers in Aligned Large Language Models: The Key to LLM Security" (ICLR 2025)☆26Apr 26, 2025Updated last year
- ☆49Oct 1, 2024Updated last year
- Code for safety test in "Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates"☆22Sep 21, 2025Updated 11 months 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.
- [NDSS'25] The official implementation of safety misalignment.☆19Jan 8, 2025Updated last year
- This is the official code for the paper "Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation"☆56Feb 2, 2025Updated last year
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆52Jan 15, 2026Updated 8 months ago
- ☆11Jun 9, 2023Updated 3 years ago
- This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning" (NeurIPS2024)☆28Sep 10, 2024Updated 2 years ago
- All-in-One Safety Evaluation Framwork☆55Aug 12, 2026Updated last month
- Benchmark evaluation code for "SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal" (ICLR 2025)☆87Mar 1, 2025Updated last year
- Restore safety in fine-tuned language models through task arithmetic☆33Mar 28, 2024Updated 2 years ago
- Official Code for ACL 2024 paper "GradSafe: Detecting Unsafe Prompts for LLMs via Safety-Critical Gradient Analysis"☆68Oct 27, 2024Updated last year
- 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.
- ☆24Mar 21, 2025Updated last year
- Toolkit to benchmark the tamper-resistance of LLMs.☆31May 15, 2026Updated 4 months ago
- 🌿快速生成文件夹目录结构,支持定义目录层级,支持生成到 markdown 文件。☆13Oct 19, 2022Updated 3 years ago
- Code for “SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation(ICLR 2025)”☆29Oct 23, 2025Updated 10 months ago
- Safe Unlearning: A Surprisingly Effective and Generalizable Solution to Defend Against Jailbreak Attacks☆33Jul 9, 2024Updated 2 years ago
- ☆25Mar 30, 2026Updated 5 months ago
- [ICLR 2024] This is the official implementation for the paper: "Beyond imitation: Leveraging fine-grained quality signals for alignment"☆11May 5, 2024Updated 2 years ago
- Awesome Large Reasoning Model(LRM) Safety.This repository is used to collect security-related research on large reasoning models such as …☆84Updated this week
- Improving Alignment and Robustness with Circuit Breakers☆269Sep 24, 2024Updated 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.
- This repo is for the safety topic, including attacks, defenses and studies related to reasoning and RL☆67Sep 5, 2025Updated last year
- Code for experiments on self-prediction as a way to measure introspection in LLMs☆17Dec 10, 2024Updated last year
- Identification of the Adversary from a Single Adversarial Example (ICML 2023)☆10Jul 15, 2024Updated 2 years ago
- [AAAI26] Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilitie…☆11Feb 7, 2026Updated 7 months ago
- [ACL 2025] Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms☆42Jun 4, 2025Updated last year
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆14Mar 28, 2024Updated 2 years ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆50Oct 10, 2024Updated last year