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Tai D. Nguyen

2 accepted papers

2025

Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images

CVPR 2025poster

The emergence of advanced AI-based tools to generate realistic images poses significant challenges for forensic detection and source attribution, especially as new generative techniques appear rapidly. Traditional methods often fail to generalize to unseen generators due to reliance on features spec…

Cited by 1SourcePDFScholar
2024

ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation

NeurIPS 2024poster

Large Language Models (LLMs) can elicit unintended and even harmful content when misaligned with human values, posing severe risks to users and society. To mitigate these risks, current evaluation benchmarks predominantly employ expert-designed contextual scenarios to assess how well LLMs align with…