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1. thu-ml/MMTrustEval thu-ml/MMTrustEval Public

   A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)

   Python 155 10

2. CLIAgroup/ANDA CLIAgroup/ANDA Public

   [CVPR2024 Highlight] Strong Transferable Adversarial Attacks via Ensembled Asymptotically Normal Distribution Learning

   Python 18 2

3. thu-ml/MLA-Trust thu-ml/MLA-Trust Public

   A toolbox for benchmarking Multimodal LLM Agents trustworthiness across truthfulness, controllability, safety and privacy dimensions through 34 interactive tasks

   Python 43 3

4. Trustworthy-AI-Group/TransferAttack Trustworthy-AI-Group/TransferAttack Public

   TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.

   Python 377 51

5. Kanra_AIC8 Kanra_AIC8 Public

   [1st place on AAAI2022 Security AI Challenger VIII] Data-Centric Robust Learning on ML Models (Kanra team). https://tianchi.aliyun.com/competition/entrance/531939/introduction

   Python 6

6. llm_evals llm_evals Public

   A comprehensive evaluation framework for Large Language Models (LLMs), providing extensive assessments across three key dimensions: general capabilities, safety, and robustness. The framework inclu…

   Python 5