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1. MagicBench MagicBench Public

   MagicBench: A Deception-Sensitive Cognitive Benchmark for LLMs

   Python 8

2. llm-similarity-risk llm-similarity-risk Public

   [ACL26] "Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets" by Lei Hsiung, Tianyu Pang, Yung-Chen Tang, Linyue Song, Tsung-Yi Ho…

   Python

3. IBM/composite-adv IBM/composite-adv Public

   [CVPR23] "Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations" by Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, and Tsung-Yi Ho.

   Python 24 2

4. IBM/AutoVP IBM/AutoVP Public

   [ICLR24] "AutoVP: An Automated Visual Prompting Framework and Benchmark" by Hsi-Ai Tsao*, Lei Hsiung*, Pin-Yu Chen, Sijia Liu, and Tsung-Yi Ho.

   Python 23 2

5. IBM/NeuralFuse IBM/NeuralFuse Public

   [NeurIPS'24] "NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes" by Hao-Lun Sun, Lei Hsiung, Nandhini Chandramoorthy, Pin-Yu Chen, Tsung…

   Python 10

6. Trusted-AI/adversarial-robustness-toolbox Trusted-AI/adversarial-robustness-toolbox Public

   Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

   Python 5.9k 1.3k