Search Results for author: Tom Roth

Found 2 papers, 0 papers with code

A Generative Adversarial Attack for Multilingual Text Classifiers

no code implementations16 Jan 2024 Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi

Current adversarial attack algorithms, where an adversary changes a text to fool a victim model, have been repeatedly shown to be effective against text classifiers.

Adversarial Attack

Token-Modification Adversarial Attacks for Natural Language Processing: A Survey

no code implementations1 Mar 2021 Tom Roth, Yansong Gao, Alsharif Abuadbba, Surya Nepal, Wei Liu

Many adversarial attacks target natural language processing systems, most of which succeed through modifying the individual tokens of a document.

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