authorship verification

Authorship Verification Falters in the AI-Text Era

A new benchmark study exposes how authorship verification models break down under shifts in genre, time, and the rise of AI-generated text—raising fresh questions for digital authenticity and synthetic media detection.

authorship verification

LLM Authorship Impersonation Fails to Fool Verification

New research shows that using LLMs to impersonate an author's writing style does not successfully evade existing authorship verification methods, reinforcing the robustness of stylometric detection techniques.