Zihao Zhang

Privacy-Constrained Distributionally Robust Detection and Collaborative Attribution of LLM-Generated Text

With the widespread use of large language models, distinguishing human-written text from LLM-generated text has become increasingly important for content authenticity, academic integrity, and digital forensics. However, existing detectors remain vulnerable to paraphrase attacks,...