T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification

1 code implementation • 7 Mar 2021 • Ahmadreza Azizi, Ibrahim Asadullah Tahmid, Asim Waheed, Neal Mangaokar, Jiameng Pu, Mobin Javed, Chandan K. Reddy, Bimal Viswanath

T-Miner employs a sequence-to-sequence (seq-2-seq) generative model that probes the suspicious classifier and learns to produce text sequences that are likely to contain the Trojan trigger.

text-classification Text Classification