TrustSafeAI

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https://sites.google.com/site/pinyuchenpage/home

pinyuchenTW

pinyuchen

AI & ML interests

Research Demos and Tools for Trustworthy and Safe AI Development and Deployment

Recent Activity

hsiung authored a paper 15 days ago

Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets

hsiung authored a paper 15 days ago

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models

hsiung authored a paper 15 days ago

NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration

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hsiung

authored 3 papers 15 days ago

Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets

Paper • 2506.05346 • Published Jun 5, 2025

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models

Paper • 2506.00382 • Published May 31, 2025

NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration

Paper • 2211.16274 • Published Nov 29, 2022

hsiung

updated a Space 17 days ago

NCTV: Neural Clamping Toolkit and Visualization

Model-agnostic Toolkit for Neural Network Calibration

kumitang

updated a Space 3 months ago

Test Time Calibration

Test-time calibration for improving test-time reasoning

kumitang

published a Space 3 months ago

Test Time Calibration

Test-time calibration for improving test-time reasoning

kumitang

updated a Space 4 months ago

LLM Physical Safety

LLM benchmark for Physical Safety

FloofCat

authored a paper 5 months ago

GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs

Paper • 2411.14133 • Published Nov 21, 2024 • 1

pinyuchen

updated a Space 7 months ago

README

pinyuchen

updated a collection 7 months ago

DivEye: Diversity-Driven AI Text Detector

https://openreview.net/forum?id=QuDDXJ47nq • 1 item • Updated Jul 15, 2025

xljesse

updated a model 7 months ago

TrustSafeAI/AudioDeepfakeDetectors

Updated Jun 18, 2025

bxiong

updated a Space 8 months ago

CoP Agentic Red-teaming

Generate jailbreak prompts for LLMs using principles

pinyuchen

updated a Space 8 months ago

AudioDeepfakeDetector

Detect fake audio using uploaded files

xljesse

updated a Space 8 months ago

AudioDeepfakeDetector

Detect fake audio using uploaded files

xljesse

published a model 8 months ago

TrustSafeAI/AudioDeepfakeDetectors

Updated Jun 18, 2025

xljesse

published a Space 8 months ago

AudioDeepfakeDetector

Detect fake audio using uploaded files

pinyuchen

updated a Space 8 months ago

CoP Agentic Red-teaming

Generate jailbreak prompts for LLMs using principles

xljesse

updated 2 Spaces 8 months ago

README

AudioPerturber

Evaluate audio deepfake detection robustness under corruptions

xljesse

published a Space 8 months ago

AudioPerturber

Evaluate audio deepfake detection robustness under corruptions