HowieHwong / TrustLLM
[ICML 2024] TrustLLM: Trustworthiness in Large Language Models
☆552Updated last month
Alternatives and similar repositories for TrustLLM:
Users that are interested in TrustLLM are comparing it to the libraries listed below
- ☆533Updated 3 weeks ago
- 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…☆291Updated last year
- A Comprehensive Assessment of Trustworthiness in GPT Models☆284Updated 7 months ago
- 【ACL 2024】 SALAD benchmark & MD-Judge☆144Updated last month
- Papers and resources related to the security and privacy of LLMs 🤖☆497Updated 4 months ago
- Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs☆240Updated 10 months ago
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆332Updated 3 weeks ago
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆319Updated 3 months ago
- List of papers on hallucination detection in LLMs.☆846Updated 2 weeks ago
- Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).☆310Updated last year
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆741Updated last month
- LLM hallucination paper list☆314Updated last year
- [NAACL 25 Demo] TrustEval: A modular and extensible toolkit for comprehensive trust evaluation of generative foundation models (GenFMs)☆97Updated 2 weeks ago
- Accepted by IJCAI-24 Survey Track☆200Updated 8 months ago
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,010Updated 5 months ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆227Updated last month
- Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]☆294Updated 3 months ago
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆463Updated last year
- ☆128Updated 7 months ago
- ☆313Updated 3 weeks ago
- A resource repository for machine unlearning in large language models☆377Updated 3 weeks ago
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆135Updated 4 months ago
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆518Updated 5 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆129Updated 9 months ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆481Updated 3 months ago
- Official github repo for SafetyBench, a comprehensive benchmark to evaluate LLMs' safety. [ACL 2024]☆213Updated 10 months ago
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆148Updated 3 weeks ago
- The official implementation of our NAACL 2024 paper "A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Lang…☆102Updated 3 months ago
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆513Updated 10 months ago
- AISafetyLab: A comprehensive framework covering safety attack, defense, evaluation and paper list.☆119Updated 3 weeks ago