T5-CSBoost: Adversarial Perturbation Resistant LLM Fingerprinting

Gayan K. Kulatilleke, Mahsa Baktashmotlagh, Siamak Layeghy +1

While many AI-generated text (AIGT) detectors achieve strong performance on clean inputs, their accuracy degrades significantly under light paraphrasing, word substitutions, charac…