3 papers
cs.CL2025
Hallucination Detection in Large Language Models with Metamorphic Relations
Borui Yang, Md Afif Al Mamun, Jie M. Zhang +1
Large Language Models (LLMs) are prone to hallucinations, e.g., factually incorrect information, in their responses. These hallucinations present challenges for LLM-based applicati…
cs.CR2024
TokenMark: A Modality-Agnostic Watermark for Pre-trained Transformers
Hengyuan Xu, Liyao Xiang, Borui Yang +3
Watermarking is a critical tool for model ownership verification. However, existing watermarking techniques are often designed for specific data modalities and downstream tasks, wi…
cs.CR2023
Towards Code Watermarking with Dual-Channel Transformations
Borui Yang, Wei Li, Liyao Xiang +1
The expansion of the open source community and the rise of large language models have raised ethical and security concerns on the distribution of source code, such as misconduct on…