TextBugger: Generating Adversarial Text Against Real-world Applications

13 December 2018

Papers citing "TextBugger: Generating Adversarial Text Against Real-world Applications"

32 / 382 papers shown

Title
ConAML: Constrained Adversarial Machine Learning for Cyber-Physical Systems Jiangnan Li Yingyuan Yang Jinyuan Stella Sun K. Tomsovic Jin Young Lee AAML 28 52 0 12 Mar 2020
Generating Natural Language Adversarial Examples on a Large Scale with Generative Models Yankun Ren J. Lin Siliang Tang Jun Zhou Shuang Yang Yuan Qi Xiang Ren GAN AAML SILM 32 21 0 10 Mar 2020
Search Space of Adversarial Perturbations against Image Filters D. D. Thang Toshihiro Matsui AAML 14 1 0 05 Mar 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
Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions Utkarsh Desai Srikanth G. Tamilselvam Jassimran Kaur Senthil Mani Shreya Khare 6 1 0 31 Jan 2020
FastWordBug: A Fast Method To Generate Adversarial Text Against NLP Applications Dou Goodman Zhonghou Lv Minghua Wang AAML 19 6 0 31 Jan 2020
Elephant in the Room: An Evaluation Framework for Assessing Adversarial Examples in NLP Ying Xu Xu Zhong Antonio Jimeno Yepes Jey Han Lau AAML 27 10 0 22 Jan 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
Exploring and Improving Robustness of Multi Task Deep Neural Networks via Domain Agnostic Defenses Kashyap Coimbatore Murali AAML OOD 16 0 0 11 Jan 2020
To Transfer or Not to Transfer: Misclassification Attacks Against Transfer Learned Text Classifiers Bijeeta Pal Shruti Tople AAML 23 9 0 08 Jan 2020
T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack Wei Ping Hengzhi Pei Boyuan Pan Han Liu Shuohang Wang Yangqiu Song AAML 19 6 0 22 Dec 2019
Towards Robust Toxic Content Classification Keita Kurita A. Belova Antonios Anastasopoulos AAML 16 30 0 14 Dec 2019
Intriguing Properties of Adversarial ML Attacks in the Problem Space [Extended Version] Jacopo Cortellazzi Feargus Pendlebury Daniel Arp Erwin Quiring Fabio Pierazzi Lorenzo Cavallaro AAML 27 0 0 05 Nov 2019
Universal Adversarial Perturbation for Text Classification Hang Gao Tim Oates AAML 13 15 0 10 Oct 2019
A Visual Analytics Framework for Adversarial Text Generation Brandon Laughlin C. Collins K. Sankaranarayanan K. El-Khatib AAML 22 10 0 24 Sep 2019
Adversarial Attacks and Defenses in Images, Graphs and Text: A Review Han Xu Yao Ma Haochen Liu Debayan Deb Hui Liu Jiliang Tang Anil K. Jain AAML 33 668 0 17 Sep 2019
Natural Language Adversarial Defense through Synonym Encoding Xiaosen Wang Hao Jin Yichen Yang Kun He AAML 14 62 0 15 Sep 2019
Universal Physical Camouflage Attacks on Object Detectors Lifeng Huang Chengying Gao Yuyin Zhou Cihang Xie Alan Yuille C. Zou Ning Liu AAML 143 161 0 10 Sep 2019
TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems Wenbo Guo Lun Wang Masashi Sugiyama Min Du D. Song 30 227 0 02 Aug 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 29 1,050 0 27 Jul 2019
Structure-Invariant Testing for Machine Translation Pinjia He Clara Meister Z. Su 27 104 0 19 Jul 2019
Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward A. Qayyum Muhammad Usama Junaid Qadir Ala I. Al-Fuqaha AAML 21 187 0 29 May 2019
Misleading Authorship Attribution of Source Code using Adversarial Learning Erwin Quiring Alwin Maier Konrad Rieck 11 107 0 29 May 2019
Generalizable Adversarial Attacks with Latent Variable Perturbation Modelling A. Bose Andre Cianflone William L. Hamilton OOD AAML 19 7 0 26 May 2019
Grammar Based Directed Testing of Machine Learning Systems Sakshi Udeshi Sudipta Chattopadhyay 21 15 0 26 Feb 2019
Towards a Robust Deep Neural Network in Texts: A Survey Wenqi Wang Benxiao Tang Run Wang Lina Wang Aoshuang Ye AAML 26 39 0 12 Feb 2019
Defense Methods Against Adversarial Examples for Recurrent Neural Networks Ishai Rosenberg A. Shabtai Yuval Elovici Lior Rokach AAML GAN 27 42 0 28 Jan 2019
SirenAttack: Generating Adversarial Audio for End-to-End Acoustic Systems Tianyu Du S. Ji Jinfeng Li Qinchen Gu Ting Wang R. Beyah AAML 8 127 0 23 Jan 2019
Stealing Neural Networks via Timing Side Channels Vasisht Duddu D. Samanta D. V. Rao V. Balas AAML MLAU FedML 27 133 0 31 Dec 2018
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 258 915 0 21 Apr 2018
Learning Robust Representations of Text Yitong Li Trevor Cohn Timothy Baldwin OOD 154 15 0 20 Sep 2016
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 270 13,368 0 25 Aug 2014