AI & ML interests
Research Demos and Tools for Trustworthy and Safe AI Development and Deployment
Recent Activity
Organization Card
- Welcome to TrustSafeAI! We are a reseach group focusing on evaluating and improving AI safety.
- If you are interested in joining us, please reach out to Pin-Yu Chen
- Team Members and Projects:
| Member | Project | Webpage |
|---|---|---|
| Xiaomeng Hu | RADAR (NeurIPS'23), Gradient Cuff (NeurIPS'24) | webpage |
| Lei Hsiung | NeuralFuse (NeurIPS'24), NCTV (TMLR; IJCAI'23) | webpage |
| Zhi-Yi Chin | P4D (ICML'24) | webpage |
| Barry Xiong | DPP | - |
| Johnson Hung | AttentionTracker | - |
| Zaitang Li | GREAT Score (NeurIPS'24) | - |
| Yung-Chen Tang | NCTV (TMLR; IJCAI'23) , LLM-Physical-Safety | webpage |
| Zhiyuan He | BEYOND (ICML'24) | - |
| Yujun Zhou | LLM LabSafety | - |
| Xiangyu Qi | LLM Finetuning Safety (ICLR'24) | webpage |
| Pin-Yu Chen | All (research supervisor) | webpage |
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Retention Score
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Attention Tracker Prompt Injection Detector
Attention Tracker: Prompt Injection Detector
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LLM Physical Safety
LLM benchmark for Physical Safety
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NeuralFuse
Protect Model from Suffering Low-voltage-induced Bit Errors
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NCTV: Neural Clamping Toolkit and Visualization
Model-agnostic Toolkit for Neural Network Calibration
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