Adam Noack

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

Text Classifiers

Top Venues

BlackboxNLP@EMNLP

SN Comput. Sci.

Publications

Zhouhang Xie, Jonathan Brophy, Adam Noack, Wencong You, Kalyani Asthana, Carter Perkins, Sabrina Reis, Sameer Singh, Daniel Lowd
Identifying Adversarial Attacks on Text Classifiers. CoRR (2022)
Kalyani Asthana, Zhouhang Xie, Wencong You, Adam Noack, Jonathan Brophy, Sameer Singh, Daniel Lowd
TCAB: A Large-Scale Text Classification Attack Benchmark. CoRR (2022)
Adam Noack, Isaac Ahern, Dejing Dou, Boyang Li
An Empirical Study on the Relation Between Network Interpretability and Adversarial Robustness. SN Comput. Sci. 2 (1) (2021)
Zhouhang Xie, Jonathan Brophy, Adam Noack, Wencong You, Kalyani Asthana, Carter Perkins, Sabrina Reis, Zayd Hammoudeh, Daniel Lowd, Sameer Singh
What Models Know About Their Attackers: Deriving Attacker Information From Latent Representations. BlackboxNLP@EMNLP (2021)
Adam Noack, Isaac Ahern, Dejing Dou, Boyang Li
Does Interpretability of Neural Networks Imply Adversarial Robustness? CoRR (2019)
Isaac Ahern, Adam Noack, Luis Guzman-Nateras, Dejing Dou, Boyang Li, Jun Huan
NormLime: A New Feature Importance Metric for Explaining Deep Neural Networks. CoRR (2019)