zichuan-liu / IB4LLMsLinks
[NeurIPS'24] Protecting Your LLMs with Information Bottleneck
☆24Updated last year
Alternatives and similar repositories for IB4LLMs
Users that are interested in IB4LLMs are comparing it to the libraries listed below
Sorting:
- ☆45Updated last month
- The repository of the paper "REEF: Representation Encoding Fingerprints for Large Language Models," aims to protect the IP of open-source…☆73Updated 11 months ago
- NeurIPS'24 - LLM Safety Landscape☆37Updated 2 months ago
- [ICLR 2025] Dissecting adversarial robustness of multimodal language model agents☆122Updated 10 months ago
- ☆51Updated 10 months ago
- Our research proposes a novel MoGU framework that improves LLMs' safety while preserving their usability.☆18Updated 11 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆65Updated last year
- Official implementation for "ALI-Agent: Assessing LLMs'Alignment with Human Values via Agent-based Evaluation"☆21Updated 5 months ago
- Official codebase for "STAIR: Improving Safety Alignment with Introspective Reasoning"☆86Updated 10 months ago
- ☆179Updated last month
- An official implementation of "Catastrophic Failure of LLM Unlearning via Quantization" (ICLR 2025)☆35Updated 10 months ago
- [ACL 2025] Knowledge Unlearning for Large Language Models☆47Updated 3 months ago
- This repo is for the safety topic, including attacks, defenses and studies related to reasoning and RL☆58Updated 4 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆65Updated 11 months ago
- Official code implementation of SKU, Accepted by ACL 2024 Findings☆20Updated last year
- Safe Unlearning: A Surprisingly Effective and Generalizable Solution to Defend Against Jailbreak Attacks☆32Updated last year
- [ICML 2024] Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast☆117Updated last year
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆152Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Updated last year
- ☆35Updated last year
- [ACL 2024] An Easy-to-use Hallucination Detection Framework for LLMs.☆37Updated 10 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆98Updated last year
- A novel approach to improve the safety of large language models, enabling them to transition effectively from unsafe to safe state.☆73Updated 7 months ago
- ☆30Updated last year
- "In-Context Unlearning: Language Models as Few Shot Unlearners". Martin Pawelczyk, Seth Neel* and Himabindu Lakkaraju*; ICML 2024.☆28Updated 2 years ago
- Official implementation of ICLR'24 paper, "Curiosity-driven Red Teaming for Large Language Models" (https://openreview.net/pdf?id=4KqkizX…☆84Updated last year
- Toolkit for evaluating the trustworthiness of generative foundation models.☆124Updated 4 months ago
- Code and data for paper "A Semantic Invariant Robust Watermark for Large Language Models" accepted by ICLR 2024.☆37Updated last year
- Official repository for "Safety in Large Reasoning Models: A Survey" - Exploring safety risks, attacks, and defenses for Large Reasoning …☆83Updated 4 months ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆105Updated last year