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Contextualized Perturbation for Textual Adversarial Attack

16 September 2020

Hao Peng

Papers citing "Contextualized Perturbation for Textual Adversarial Attack"

50 / 61 papers shown

Title
Coordinated Robustness Evaluation Framework for Vision-Language Models Ashwin Ramesh Babu Sajad Mousavi Vineet Gundecha Sahand Ghorbanpour Avisek Naug Antonio Guillen Ricardo Luna Gutierrez Soumyendu Sarkar AAML 25 0 0 05 Jun 2025
CAMOUFLAGE: Exploiting Misinformation Detection Systems Through LLM-driven Adversarial Claim Transformation Mazal Bethany Nishant Vishwamitra Cho-Yu Chiang Peyman Najafirad AAML 56 0 0 03 May 2025
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Yang Wang Chenghua Lin ELM 193 0 0 05 Jan 2025
An Effective, Robust and Fairness-aware Hate Speech Detection Framework Guanyi Mou Kyumin Lee 69 2 0 25 Sep 2024
Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL Systems Đorđe Klisura Anthony Rios AAML 94 2 0 20 Jun 2024
A Modified Word Saliency-Based Adversarial Attack on Text Classification Models Hetvi Waghela Sneha Rakshit Jaydip Sen AAML 68 7 0 17 Mar 2024
Toward Stronger Textual Attack Detectors Pierre Colombo Marine Picot Nathan Noiry Guillaume Staerman Pablo Piantanida 561 5 0 21 Oct 2023
LimeAttack: Local Explainable Method for Textual Hard-Label Adversarial Attack HaiXiang Zhu Zhaoqing Yang Weiwei Shang Yuren Wu AAML FAtt 73 3 0 01 Aug 2023
Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks Xinyu Zhang Hanbin Hong Yuan Hong Peng Huang Binghui Wang Zhongjie Ba Kui Ren SILM 122 25 0 31 Jul 2023
NatLogAttack: A Framework for Attacking Natural Language Inference Models with Natural Logic Zióu Zheng Xiao-Dan Zhu AAML LRM 86 6 0 06 Jul 2023
VoteTRANS: Detecting Adversarial Text without Training by Voting on Hard Labels of Transformations Hoang-Quoc Nguyen-Son Seira Hidano Kazuhide Fukushima S. Kiyomoto Isao Echizen 57 0 0 02 Jun 2023
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework Yangyi Chen Hongcheng Gao Ganqu Cui Lifan Yuan Dehan Kong ... Longtao Huang H. Xue Zhiyuan Liu Maosong Sun Heng Ji AAML ELM 96 6 0 29 May 2023
The Best Defense is Attack: Repairing Semantics in Textual Adversarial Examples Heng Yang Ke Li AAML 94 3 0 06 May 2023
Masked Language Model Based Textual Adversarial Example Detection Xiaomei Zhang Zhaoxi Zhang Qi Zhong Xufei Zheng Yanjun Zhang Shengshan Hu L. Zhang AAML 92 2 0 18 Apr 2023
TransAudio: Towards the Transferable Adversarial Audio Attack via Learning Contextualized Perturbations Qin Gege YueFeng Chen Xiaofeng Mao Yao Zhu Binyuan Hui Xiaodan Li Rong Zhang Hui Xue AAML 70 8 0 28 Mar 2023
BeamAttack: Generating High-quality Textual Adversarial Examples through Beam Search and Mixed Semantic Spaces Hai Zhu Qingyang Zhao Yuren Wu AAML 43 4 0 09 Mar 2023
Frauds Bargain Attack: Generating Adversarial Text Samples via Word Manipulation Process Mingze Ni Zhen-Biao Sun Wei Liu AAML SILM 72 7 0 01 Mar 2023
TextShield: Beyond Successfully Detecting Adversarial Sentences in Text Classification Lingfeng Shen Ze Zhang Haiyun Jiang Ying-Cong Chen AAML 111 5 0 03 Feb 2023
In and Out-of-Domain Text Adversarial Robustness via Label Smoothing Yahan Yang Soham Dan Dan Roth Insup Lee 64 5 0 20 Dec 2022
TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization Bairu Hou Jinghan Jia Yihua Zhang Guanhua Zhang Yang Zhang Sijia Liu Shiyu Chang SILM AAML 60 24 0 19 Dec 2022
Generating Textual Adversaries with Minimal Perturbation Xingyi Zhao Lu Zhang Depeng Xu Shuhan Yuan DeLMO AAML 45 2 0 12 Nov 2022
Preserving Semantics in Textual Adversarial Attacks David Herel Hugo Cisneros Tomas Mikolov AAML 92 6 0 08 Nov 2022
TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack Yu Cao Dianqi Li Meng Fang Dinesh Manocha Jun Gao Yibing Zhan Dacheng Tao AAML 83 17 0 27 Oct 2022
TCAB: A Large-Scale Text Classification Attack Benchmark Kalyani Asthana Zhouhang Xie Wencong You Adam Noack Jonathan Brophy Sameer Singh Daniel Lowd 119 3 0 21 Oct 2022
Balanced Adversarial Training: Balancing Tradeoffs between Fickleness and Obstinacy in NLP Models Hannah Chen Yangfeng Ji David Evans SILM AAML 49 4 0 20 Oct 2022
Controllable Fake Document Infilling for Cyber Deception Yibo Hu Yu Lin Eric Parolin Latif Khan Kevin W. Hamlen 66 8 0 18 Oct 2022
A Context-Aware Approach for Textual Adversarial Attack through Probability Difference Guided Beam Search Bin Ji Jie Yu Shasha Li Jun Ma Shezheng Song AAML 59 1 0 17 Aug 2022
BERT Rankers are Brittle: a Study using Adversarial Document Perturbations Yumeng Wang Lijun Lyu Avishek Anand AAML 26 22 0 23 Jun 2022
Learning to Ignore Adversarial Attacks Yiming Zhang Yan Zhou Samuel Carton Chenhao Tan 82 2 0 23 May 2022
Phrase-level Textual Adversarial Attack with Label Preservation Yibin Lei Yu Cao Dianqi Li Dinesh Manocha Meng Fang Mykola Pechenizkiy AAML 107 24 0 22 May 2022
AEON: A Method for Automatic Evaluation of NLP Test Cases Jen-tse Huang Jianping Zhang Wenxuan Wang Pinjia He Yuxin Su Michael R. Lyu 78 23 0 13 May 2022
Don't sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks Jonathan Rusert P. Srinivasan AAML 52 3 0 03 May 2022
SemAttack: Natural Textual Attacks via Different Semantic Spaces Wei Ping Chejian Xu Xiangyu Liu Yuk-Kit Cheng Yue Liu SILM AAML 113 53 0 03 May 2022
Detecting Textual Adversarial Examples Based on Distributional Characteristics of Data Representations Na Liu Mark Dras Wei Emma Zhang AAML 44 6 0 29 Apr 2022
Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation Hanjie Chen Yangfeng Ji OOD AAML VLM 98 21 0 23 Mar 2022
Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model Jiayi Wang Rongzhou Bao Zhuosheng Zhang Hai Zhao AAML 57 4 0 19 Mar 2022
Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness Tejas Gokhale Swaroop Mishra Man Luo Bhavdeep Singh Sachdeva Chitta Baral 100 30 0 15 Mar 2022
Threats to Pre-trained Language Models: Survey and Taxonomy Shangwei Guo Chunlong Xie Jiwei Li Lingjuan Lyu Tianwei Zhang PILM 55 32 0 14 Feb 2022
Identifying Adversarial Attacks on Text Classifiers Zhouhang Xie Jonathan Brophy Adam Noack Wencong You Kalyani Asthana Carter Perkins Sabrina Reis Sameer Singh Daniel Lowd AAML 84 9 0 21 Jan 2022
Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction Dongfang Li Baotian Hu Qingcai Chen Tujie Xu Jingcong Tao Yunan Zhang 75 12 0 20 Dec 2021
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 291 139 0 15 Dec 2021
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee Jing Zhang Yue Zhang 235 88 0 06 Dec 2021
Improving the robustness and accuracy of biomedical language models through adversarial training M. Moradi Matthias Samwald AAML OOD MedIm 80 12 0 16 Nov 2021
Triggerless Backdoor Attack for NLP Tasks with Clean Labels Leilei Gan Jiwei Li Tianwei Zhang Xiaoya Li Yuxian Meng Leilei Gan Yi Yang Shangwei Guo Chun Fan AAML SILM 91 80 0 15 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 189 1,093 0 01 Nov 2021
Text Counterfactuals via Latent Optimization and Shapley-Guided Search Quintin Pope Xiaoli Z. Fern 64 20 0 22 Oct 2021
Semantically Distributed Robust Optimization for Vision-and-Language Inference Tejas Gokhale A. Chaudhary Pratyay Banerjee Chitta Baral Yezhou Yang 114 17 0 14 Oct 2021
Automatically Exposing Problems with Neural Dialog Models Dian Yu Kenji Sagae 105 9 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 51 8 0 13 Sep 2021
A Strong Baseline for Query Efficient Attacks in a Black Box Setting Rishabh Maheshwary Saket Maheshwary Vikram Pudi AAML 55 30 0 10 Sep 2021