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AI & ML interests
Research Demos and Tools for Trustworthy and Safe AI Development and Deployment
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CoP Agentic Red-teaming
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Generate jailbreak prompts for LLMs using human-defined principles
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AudioDeepfakeDetector
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Detect fake audio clips
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AudioPerturber
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Evaluate audio deepfake detection robustness
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Retention Score
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Evaluate jailbreak risks for Vision-Language Models
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1
Token Highlighter
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Demonstration of Token Highlighter: A Jailbreak Defense
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11
GradientCuff-Jailbreak-Defense
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Demonstration of Gradient Cuff: A Jailbreak Defense
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3
Attention Tracker Prompt Injection Detector
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Attention Tracker: Prompt Injection Detector
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LLM Physical Safety
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LLM benchmark for Physical Safety
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NeuralFuse
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Protect Model from Suffering Low-voltage-induced Bit Errors
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3
NCTV: Neural Clamping Toolkit and Visualization
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Model-agnostic Toolkit for Neural Network Calibration
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1
GREAT Score
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Evaluate adversarial robustness using generative models
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2
Defensive Prompt Patch Jailbreak Defense
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Generate safe responses from language models
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33
RADAR AI Text Detector
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Identify AI-generated text