Don't sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks

3 May 2022

Papers citing "Don't sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks"

5 / 5 papers shown

Title
Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text Ashim Gupta Carter Blum Temma Choji Yingjie Fei Shalin S Shah Alakananda Vempala Vivek Srikumar AAML 19 8 0 25 May 2023
CitySpec with Shield: A Secure Intelligent Assistant for Requirement Formalization Zirong Chen Issa Li Haoxiang Zhang S. Preum John A. Stankovic Meiyi Ma AI4TS 10 4 0 19 Feb 2023
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 221 436 0 25 Sep 2019
Certified Robustness to Adversarial Word Substitutions Robin Jia Aditi Raghunathan Kerem Göksel Percy Liang AAML 178 290 0 03 Sep 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 250 13,347 0 25 Aug 2014