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When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection

When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection

14 October 2025
Lang Gao
Xuhui Li
Chenxi Wang
Mingzhe Li
Wei Liu
Zirui Song
J. Zhang
Rui Yan
Preslav Nakov
Xiuying Chen
    DeLMO
ArXiv (abs)PDFHTML

Papers citing "When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection"

1 / 1 papers shown
Title
On the Detectability of LLM-Generated Text: What Exactly Is LLM-Generated Text?
On the Detectability of LLM-Generated Text: What Exactly Is LLM-Generated Text?
Mingmeng Geng
Thierry Poibeau
DeLMO
84
0
0
23 Oct 2025
1