TextBugger: Generating Adversarial Text Against Real-world Applications

13 December 2018

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

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Title
An Adversarial Benchmark for Fake News Detection Models Lorenzo Jaime Yu Flores Sophie Hao 24 10 0 03 Jan 2022
Repairing Adversarial Texts through Perturbation Guoliang Dong Jingyi Wang Jun Sun Sudipta Chattopadhyay Xinyu Wang Ting Dai Jie Shi J. Dong AAML 25 2 0 29 Dec 2021
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification Haibin Zheng Zhiqing Chen Tianyu Du Xuhong Zhang Yao Cheng S. Ji Jingyi Wang Yue Yu Jinyin Chen 18 51 0 25 Dec 2021
Understanding and Measuring Robustness of Multimodal Learning Nishant Vishwamitra Hongxin Hu Ziming Zhao Long Cheng Feng Luo AAML 27 5 0 22 Dec 2021
Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction Dongfang Li Baotian Hu Qingcai Chen Tujie Xu Jingcong Tao Yunan Zhang 32 12 0 20 Dec 2021
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 130 0 15 Dec 2021
Adversarial Examples for Extreme Multilabel Text Classification Mohammadreza Qaraei Rohit Babbar 18 6 0 14 Dec 2021
MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare Muchao Ye Junyu Luo Guanjie Zheng Cao Xiao Ting Wang Fenglong Ma AAML 35 3 0 11 Dec 2021
Adversarial machine learning for protecting against online manipulation S. Cresci M. Petrocchi A. Spognardi Stefano Tognazzi AAML 28 9 0 23 Nov 2021
Improving the robustness and accuracy of biomedical language models through adversarial training M. Moradi Matthias Samwald AAML OOD MedIm 48 10 0 16 Nov 2021
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models Wei Ping Chejian Xu Shuohang Wang Zhe Gan Yu Cheng Jianfeng Gao Ahmed Hassan Awadallah Yangqiu Song VLM ELM AAML 33 216 0 04 Nov 2021
Benchmarking Multimodal AutoML for Tabular Data with Text Fields Xingjian Shi Jonas W. Mueller Nick Erickson Mu Li Alexander J. Smola LMTD 42 29 0 04 Nov 2021
AdvCodeMix: Adversarial Attack on Code-Mixed Data Sourya Dipta Das Ayan Basak Soumil Mandal Dipankar Das AAML 19 3 0 30 Oct 2021
Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework Lifan Yuan Yichi Zhang Yangyi Chen Wei Wei AAML 27 33 0 28 Oct 2021
Adversarial Attacks and Defenses for Social Network Text Processing Applications: Techniques, Challenges and Future Research Directions I. Alsmadi Kashif Ahmad Mahmoud Nazzal Firoj Alam Ala I. Al-Fuqaha Abdallah Khreishah A. Algosaibi AAML 34 16 0 26 Oct 2021
Alignment Attention by Matching Key and Query Distributions Shujian Zhang Xinjie Fan Huangjie Zheng Korawat Tanwisuth Mingyuan Zhou OOD 37 10 0 25 Oct 2021
Generating Natural Language Adversarial Examples through An Improved Beam Search Algorithm Tengfei Zhao Zhaocheng Ge Han Hu Di Shi AAML 35 3 0 15 Oct 2021
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer Fanchao Qi Yangyi Chen Xurui Zhang Mukai Li Zhiyuan Liu Maosong Sun AAML SILM 82 175 0 14 Oct 2021
SEPP: Similarity Estimation of Predicted Probabilities for Defending and Detecting Adversarial Text Hoang-Quoc Nguyen-Son Seira Hidano Kazuhide Fukushima S. Kiyomoto AAML 11 0 0 12 Oct 2021
Breaking BERT: Understanding its Vulnerabilities for Named Entity Recognition through Adversarial Attack A. Dirkson Suzan Verberne Wessel Kraaij SILM 14 4 0 23 Sep 2021
Avengers Ensemble! Improving Transferability of Authorship Obfuscation Muhammad Haroon Muhammad Fareed Zaffar P. Srinivasan Zubair Shafiq AAML 27 9 0 15 Sep 2021
PETGEN: Personalized Text Generation Attack on Deep Sequence Embedding-based Classification Models Bing He M. Ahamad Srijan Kumar SILM AAML 186 27 0 14 Sep 2021
Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models Kun Zhou Wayne Xin Zhao Sirui Wang Fuzheng Zhang Wei Wu Ji-Rong Wen AAML 31 7 0 13 Sep 2021
Detecting Textual Adversarial Examples through Randomized Substitution and Vote Xiaosen Wang Yifeng Xiong Kun He AAML 27 11 0 13 Sep 2021
TREATED:Towards Universal Defense against Textual Adversarial Attacks Bin Zhu Zhaoquan Gu Le Wang Zhihong Tian AAML 36 8 0 13 Sep 2021
A Strong Baseline for Query Efficient Attacks in a Black Box Setting Rishabh Maheshwary Saket Maheshwary Vikram Pudi AAML 30 30 0 10 Sep 2021
Efficient Combinatorial Optimization for Word-level Adversarial Textual Attack Shengcai Liu Ning Lu Cheng Chen Ke Tang AAML 23 32 0 06 Sep 2021
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution Zongyi Li Jianhan Xu Jiehang Zeng Linyang Li Xiaoqing Zheng Qi Zhang Kai-Wei Chang Cho-Jui Hsieh AAML 8 74 0 29 Aug 2021
ASAT: Adaptively Scaled Adversarial Training in Time Series Zhiyuan Zhang Wei Li Ruihan Bao Keiko Harimoto Yunfang Wu Xu Sun AI4TS 27 5 0 20 Aug 2021
Attacks against Ranking Algorithms with Text Embeddings: a Case Study on Recruitment Algorithms A. Samadi Debapriya Banerjee Shirin Nilizadeh 51 1 0 12 Aug 2021
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing Sanchit Sinha Hanjie Chen Arshdeep Sekhon Yangfeng Ji Yanjun Qi AAML FAtt 33 42 0 11 Aug 2021
Towards Making Deep Learning-based Vulnerability Detectors Robust Zhen Li Jing Tang Deqing Zou Qian Chen Shouhuai Xu Chao Zhang Yichen Li Hai Jin AAML 11 9 0 02 Aug 2021
A Differentiable Language Model Adversarial Attack on Text Classifiers I. Fursov Alexey Zaytsev Pavel Burnyshev Ekaterina Dmitrieva Nikita Klyuchnikov A. Kravchenko Ekaterina Artemova Evgeny Burnaev SILM 27 15 0 23 Jul 2021
Feature-Filter: Detecting Adversarial Examples through Filtering off Recessive Features Hui Liu Bo Zhao Minzhi Ji Yuefeng Peng Jiabao Guo Peng Liu AAML 23 2 0 19 Jul 2021
Probabilistic Verification of Neural Networks Against Group Fairness Bing-Jie Sun Jun Sun Ting Dai Lijun Zhang AAML 21 22 0 18 Jul 2021
Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling Peixin Zhang Jingyi Wang Jun Sun Xinyu Wang Guoliang Dong Xingen Wang Ting Dai Jin Song Dong 11 24 0 17 Jul 2021
How Vulnerable Are Automatic Fake News Detection Methods to Adversarial Attacks? Camille Koenders Johannes Filla Nicolai Schneider Vinicius Woloszyn GNN 30 15 0 16 Jul 2021
Universal 3-Dimensional Perturbations for Black-Box Attacks on Video Recognition Systems Shangyu Xie Han Wang Yu Kong Yuan Hong AAML 19 25 0 09 Jul 2021
Bad Characters: Imperceptible NLP Attacks Nicholas Boucher Ilia Shumailov Ross J. Anderson Nicolas Papernot AAML SILM 41 103 0 18 Jun 2021
TDGIA:Effective Injection Attacks on Graph Neural Networks Xu Zou Qinkai Zheng Yuxiao Dong Xinyu Guan Evgeny Kharlamov Jialiang Lu Jie Tang AAML 45 100 0 12 Jun 2021
Bayesian Attention Belief Networks Shujian Zhang Xinjie Fan Bo Chen Mingyuan Zhou BDL 32 30 0 09 Jun 2021
On the Interplay Between Fine-tuning and Composition in Transformers Lang-Chi Yu Allyson Ettinger 33 14 0 31 May 2021
Certified Robustness to Text Adversarial Attacks by Randomized [MASK] Jiehang Zeng Xiaoqing Zheng Jianhan Xu Linyang Li Liping Yuan Xuanjing Huang AAML 26 67 0 08 May 2021
Reliability Testing for Natural Language Processing Systems Samson Tan Chenyu You K. Baxter Araz Taeihagh G. Bennett Min-Yen Kan 15 38 0 06 May 2021
Hidden Backdoors in Human-Centric Language Models Shaofeng Li Hui Liu Tian Dong Benjamin Zi Hao Zhao Minhui Xue Haojin Zhu Jialiang Lu SILM 35 147 0 01 May 2021
Morph Call: Probing Morphosyntactic Content of Multilingual Transformers Vladislav Mikhailov O. Serikov Ekaterina Artemova 12 9 0 26 Apr 2021
An Adversarially-Learned Turing Test for Dialog Generation Models Xiang Gao Yizhe Zhang Michel Galley Bill Dolan AAML 20 2 0 16 Apr 2021
Towards Variable-Length Textual Adversarial Attacks Junliang Guo Zhirui Zhang Linlin Zhang Linli Xu Boxing Chen Enhong Chen Weihua Luo AAML 81 6 0 16 Apr 2021
Gradient-based Adversarial Attacks against Text Transformers Chuan Guo Alexandre Sablayrolles Hervé Jégou Douwe Kiela SILM 106 228 0 15 Apr 2021
Fall of Giants: How popular text-based MLaaS fall against a simple evasion attack Luca Pajola Mauro Conti 14 28 0 13 Apr 2021