Search Results for author: Kalyani Asthana

Found 3 papers, 1 papers with code

TCAB: A Large-Scale Text Classification Attack Benchmark

1 code implementation21 Oct 2022 Kalyani Asthana, Zhouhang Xie, Wencong You, Adam Noack, Jonathan Brophy, Sameer Singh, Daniel Lowd

In addition to the primary tasks of detecting and labeling attacks, TCAB can also be used for attack localization, attack target labeling, and attack characterization.

Abuse Detection Sentiment Analysis +2

Identifying Adversarial Attacks on Text Classifiers

no code implementations21 Jan 2022 Zhouhang Xie, Jonathan Brophy, Adam Noack, Wencong You, Kalyani Asthana, Carter Perkins, Sabrina Reis, Sameer Singh, Daniel Lowd

The landscape of adversarial attacks against text classifiers continues to grow, with new attacks developed every year and many of them available in standard toolkits, such as TextAttack and OpenAttack.

Abuse Detection Adversarial Text +2

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