SEPP: Similarity Estimation of Predicted Probabilities for Defending and
Detecting Adversarial Text

SEPP: Similarity Estimation of Predicted Probabilities for Defending and Detecting Adversarial Text

12 October 2021

Hoang-Quoc Nguyen-Son

Kazuhide Fukushima

Papers citing "SEPP: Similarity Estimation of Predicted Probabilities for Defending and Detecting Adversarial Text"

16 / 16 papers shown

Title
CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation Tianlu Wang Xuezhi Wang Yao Qin Ben Packer Kang Li Jilin Chen Alex Beutel Ed H. Chi SILM 72 83 0 05 Oct 2020
A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples Zhao Meng Roger Wattenhofer GAN AAML 52 32 0 03 Oct 2020
Word-level Textual Adversarial Attacking as Combinatorial Optimization Yuan Zang Fanchao Qi Chenghao Yang Zhiyuan Liu Meng Zhang Qun Liu Maosong Sun AAML 62 81 0 27 Oct 2019
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification Yichao Zhou Jyun-Yu Jiang Kai-Wei Chang Wei Wang AAML 41 118 0 06 Sep 2019
Certified Robustness to Adversarial Word Substitutions Robin Jia Aditi Raghunathan Kerem Göksel Percy Liang AAML 333 293 0 03 Sep 2019
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment Di Jin Zhijing Jin Qiufeng Wang Peter Szolovits SILM AAML 172 1,077 0 27 Jul 2019
Combating Adversarial Misspellings with Robust Word Recognition Danish Pruthi Bhuwan Dhingra Zachary Chase Lipton 167 305 0 27 May 2019
TextBugger: Generating Adversarial Text Against Real-world Applications Jinfeng Li S. Ji Tianyu Du Bo Li Ting Wang SILM AAML 203 738 0 13 Dec 2018
Stay On-Topic: Generating Context-specific Fake Restaurant Reviews Mika Juuti Bo Sun Tatsuya Mori Nadarajah Asokan DeLMO 115 34 0 07 May 2018
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 412 930 0 21 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 320 719 0 17 Apr 2018
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers Ji Gao Jack Lanchantin M. Soffa Yanjun Qi AAML 132 720 0 13 Jan 2018
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 103 1,801 0 22 Dec 2016
Cyclical Learning Rates for Training Neural Networks L. Smith ODL 197 2,525 0 03 Jun 2015
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 615 13,420 0 25 Aug 2014
Popular Ensemble Methods: An Empirical Study R. Maclin D. Opitz 187 2,973 0 01 Jun 2011