no code implementations • 20 May 2024 • Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi
While effective, this approach is slow and limited by the choice of transformations.
no code implementations • 16 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.
no code implementations • 1 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.