Preprint
Aug 2026
Aggregation-Aware Synthetic Text Generation Against Authorship Re-Identification
Online users often release multiple texts under the same identity, giving attackers an author profile that can reveal more than any single text. Existing authorship obfuscation methods optimize privacy independently for each document, leaving them blind to cross-document correlations that make aggregation dangerous. We...
Qian Ma, A. Squicciarini, Sarah Rajtmajer
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