tracetarnish-baec4d8f·1 events·first seen Aliases: TraceTarnish
A new arXiv preprint introduces TraceTarnish, a system for adversarial authorship anonymization designed to defeat stylometric identification systems. The paper conducts an ablation study across four modules — Translation, Obfuscation, Imitation, and Injection — finding that the Injection module (inserting zero-width Unicode characters, homoglyphs, and intentional misspellings) is most effective at confounding stylometric analysis. The work is relevant to AI safety and surveillance research as it operationalizes techniques for evading authorship attribution at scale.