HotFlip: White-Box Adversarial Examples for Text Classification

19 December 2017

Papers citing "HotFlip: White-Box Adversarial Examples for Text Classification"

21 / 21 papers shown

Title
Interpretation of Black Box NLP Models: A Survey Shivani Choudhary N. Chatterjee S. K. Saha FAtt 34 10 0 31 Mar 2022
Self-Explaining Structures Improve NLP Models Zijun Sun Chun Fan Qinghong Han Xiaofei Sun Yuxian Meng Fei Wu Jiwei Li MILM XAI LRM FAtt 39 38 0 03 Dec 2020
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder Alvin Chan Yi Tay Yew-Soon Ong Aston Zhang SILM 15 57 0 06 Oct 2020
Adversarial Machine Learning in Image Classification: A Survey Towards the Defender's Perspective G. R. Machado Eugênio Silva R. Goldschmidt AAML 24 155 0 08 Sep 2020
Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification Xin Luna Dong Yaxin Zhu Yupeng Zhang Zuohui Fu Dongkuan Xu Sen Yang Gerard de Melo VLM 27 30 0 29 Jul 2020
Natural Backdoor Attack on Text Data Lichao Sun SILM 11 39 0 29 Jun 2020
Learning Robust Models for e-Commerce Product Search Thanh V. Nguyen Nikhil S. Rao Karthik Subbian CML NoLa OOD 16 20 0 07 May 2020
Reevaluating Adversarial Examples in Natural Language John X. Morris Eli Lifland Jack Lanchantin Yangfeng Ji Yanjun Qi SILM AAML 20 111 0 25 Apr 2020
Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT Lichao Sun Kazuma Hashimoto Wenpeng Yin Akari Asai Jia Li Philip Yu Caiming Xiong SILM AAML 12 101 0 27 Feb 2020
Advbox: a toolbox to generate adversarial examples that fool neural networks Dou Goodman Xin Hao Yang Wang Yuesheng Wu Junfeng Xiong Huan Zhang AAML 15 53 0 13 Jan 2020
Combating Adversarial Misspellings with Robust Word Recognition Danish Pruthi Bhuwan Dhingra Zachary Chase Lipton 8 300 0 27 May 2019
Negative Training for Neural Dialogue Response Generation Tianxing He James R. Glass 30 59 0 06 Mar 2019
TextBugger: Generating Adversarial Text Against Real-world Applications Jinfeng Li S. Ji Tianyu Du Bo Li Ting Wang SILM AAML 46 723 0 13 Dec 2018
Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification Qi Lei Lingfei Wu Pin-Yu Chen A. Dimakis Inderjit S. Dhillon Michael Witbrock AAML 15 92 0 01 Dec 2018
Attack Graph Convolutional Networks by Adding Fake Nodes Xiaoyun Wang Minhao Cheng Joe Eaton Cho-Jui Hsieh S. F. Wu AAML GNN 25 78 0 25 Oct 2018
Detecting egregious responses in neural sequence-to-sequence models Tianxing He James R. Glass AAML 21 22 0 11 Sep 2018
L2-Nonexpansive Neural Networks Haifeng Qian M. Wegman 17 74 0 22 Feb 2018
Adversarial Texts with Gradient Methods Zhitao Gong Wenlu Wang Yangqiu Song D. Song Wei-Shinn Ku AAML 20 77 0 22 Jan 2018
Learning Robust Representations of Text Yitong Li Trevor Cohn Timothy Baldwin OOD 154 15 0 20 Sep 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014