Crafting Adversarial Input Sequences for Recurrent Neural Networks

28 April 2016

Papers citing "Crafting Adversarial Input Sequences for Recurrent Neural Networks"

50 / 206 papers shown

Title
Improving robustness of language models from a geometry-aware perspective Bin Zhu Zhaoquan Gu Le Wang Jinyin Chen Qi Xuan AAML 35 9 0 28 Apr 2022
Residue-Based Natural Language Adversarial Attack Detection Vyas Raina Mark Gales AAML 70 12 0 17 Apr 2022
Block-Sparse Adversarial Attack to Fool Transformer-Based Text Classifiers Sahar Sadrizadeh Ljiljana Dolamic P. Frossard AAML 116 10 0 11 Mar 2022
Robust Textual Embedding against Word-level Adversarial Attacks Yichen Yang Xiaosen Wang Kun He AAML 53 17 0 28 Feb 2022
TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack Zhen Yu Xiaosen Wang Wanxiang Che Kun He AAML 55 16 0 20 Jan 2022
Repairing Adversarial Texts through Perturbation Guoliang Dong Jingyi Wang Jun Sun Sudipta Chattopadhyay Xinyu Wang Ting Dai Jie Shi J. Dong AAML 27 2 0 29 Dec 2021
Quantifying and Understanding Adversarial Examples in Discrete Input Spaces Volodymyr Kuleshov Evgenii Nikishin S. Thakoor Tingfung Lau Stefano Ermon AAML 69 1 0 12 Dec 2021
Adversarial Attacks Against Deep Generative Models on Data: A Survey Hui Sun Tianqing Zhu Zhiqiu Zhang Dawei Jin Wanlei Zhou AAML 122 44 0 01 Dec 2021
A Survey on Adversarial Attacks for Malware Analysis Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam AAML 97 53 0 16 Nov 2021
Effective and Imperceptible Adversarial Textual Attack via Multi-objectivization Shengcai Liu Ning Lu W. Hong Chao Qian Ke Tang AAML 98 15 0 02 Nov 2021
Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework Lifan Yuan Yichi Zhang Yangyi Chen Wei Wei AAML 113 34 0 28 Oct 2021
Generating Watermarked Adversarial Texts Mingjie Li Hanzhou Wu Xinpeng Zhang AAML WaLM 86 1 0 25 Oct 2021
On Adversarial Vulnerability of PHM algorithms: An Initial Study Weizhong Yan Zhaoyuan Yang Jianwei Qiu AAML 10 0 0 14 Oct 2021
BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification J. Hauser Zhao Meng Damian Pascual Roger Wattenhofer OOD SILM AAML 245 14 0 15 Sep 2021
Detecting Textual Adversarial Examples through Randomized Substitution and Vote Xiaosen Wang Yifeng Xiong Kun He AAML 52 11 0 13 Sep 2021
TREATED:Towards Universal Defense against Textual Adversarial Attacks Bin Zhu Zhaoquan Gu Le Wang Zhihong Tian AAML 45 8 0 13 Sep 2021
Spatially Focused Attack against Spatiotemporal Graph Neural Networks Fuqiang Liu L. Miranda-Moreno Lijun Sun AAML AI4TS 47 5 0 10 Sep 2021
Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification Maximilian Mozes Max Bartolo Pontus Stenetorp Bennett Kleinberg Lewis D. Griffin DeLMO AAML SILM 45 7 0 09 Sep 2021
Efficient Combinatorial Optimization for Word-level Adversarial Textual Attack Shengcai Liu Ning Lu Cheng Chen Ke Tang AAML 157 33 0 06 Sep 2021
Semantic-Preserving Adversarial Text Attacks Xinghao Yang Weifeng Liu James Bailey Dacheng Tao Wei Liu AAML 94 17 0 23 Aug 2021
Attacks against Ranking Algorithms with Text Embeddings: a Case Study on Recruitment Algorithms A. Samadi Debapriya Banerjee Shirin Nilizadeh 53 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 79 42 0 11 Aug 2021
Towards Robustness Against Natural Language Word Substitutions Xinshuai Dong Anh Tuan Luu Rongrong Ji Hong Liu SILM AAML 169 115 0 28 Jul 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 67 15 0 23 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 25 24 0 17 Jul 2021
Controlled Caption Generation for Images Through Adversarial Attacks Nayyer Aafaq Naveed Akhtar Wei Liu M. Shah Ajmal Mian AAML 49 10 0 07 Jul 2021
Bio-Inspired Adversarial Attack Against Deep Neural Networks B. Xi Yujie Chen Fei Fan Zhan Tu Xinyan Deng AAML 33 1 0 30 Jun 2021
Understanding Adversarial Examples Through Deep Neural Network's Response Surface and Uncertainty Regions Juan Shu B. Xi Charles A. Kamhoua AAML 100 0 0 30 Jun 2021
Bad Characters: Imperceptible NLP Attacks Nicholas Boucher Ilia Shumailov Ross J. Anderson Nicolas Papernot AAML SILM 96 107 0 18 Jun 2021
Adversarial Attacks on Deep Models for Financial Transaction Records I. Fursov Matvey Morozov N. Kaploukhaya Elizaveta Kovtun Rodrigo Rivera-Castro Gleb Gusev Dmitrii Babaev Ivan Kireev Alexey Zaytsev Evgeny Burnaev AAML 75 38 0 15 Jun 2021
Code Integrity Attestation for PLCs using Black Box Neural Network Predictions Yuqi Chen Christopher M. Poskitt Jun Sun AAML 52 10 0 15 Jun 2021
Defending Against Backdoor Attacks in Natural Language Generation Xiaofei Sun Xiaoya Li Yuxian Meng Xiang Ao Leilei Gan Jiwei Li Tianwei Zhang AAML SILM 103 52 0 03 Jun 2021
Adversarial Attacks and Mitigation for Anomaly Detectors of Cyber-Physical Systems Yifan Jia Jingyi Wang Christopher M. Poskitt Sudipta Chattopadhyay Jun Sun Yuqi Chen AAML 70 29 0 22 May 2021
On the Robustness of Domain Constraints Ryan Sheatsley Blaine Hoak Eric Pauley Yohan Beugin Mike Weisman Patrick McDaniel AAML OOD 76 26 0 18 May 2021
R&R: Metric-guided Adversarial Sentence Generation Lei Xu Alfredo Cuesta-Infante Laure Berti-Equille K. Veeramachaneni AAML 69 6 0 17 Apr 2021
Towards Variable-Length Textual Adversarial Attacks Junliang Guo Zhirui Zhang Linlin Zhang Linli Xu Boxing Chen Enhong Chen Weihua Luo AAML 145 6 0 16 Apr 2021
T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification A. Azizi I. A. Tahmid Asim Waheed Neal Mangaokar Jiameng Pu M. Javed Chandan K. Reddy Bimal Viswanath AAML 67 82 0 07 Mar 2021
Token-Modification Adversarial Attacks for Natural Language Processing: A Survey Tom Roth Yansong Gao A. Abuadbba Surya Nepal Wei Liu AAML 103 12 0 01 Mar 2021
Certified Robustness to Programmable Transformations in LSTMs Yuhao Zhang Aws Albarghouthi Loris Dántoni AAML 69 22 0 15 Feb 2021
Reinforcement Learning For Data Poisoning on Graph Neural Networks Jacob Dineen A S M Ahsan-Ul Haque Matthew Bielskas OOD GNN AAML 48 3 0 12 Feb 2021
A Real-time Defense against Website Fingerprinting Attacks Shawn Shan A. Bhagoji Haitao Zheng Ben Y. Zhao AAML 55 19 0 08 Feb 2021
On Robustness of Neural Semantic Parsers Shuo Huang Zhuang Li Zhuang Li Lei Pan AAML 90 16 0 02 Feb 2021
Adversarial Attacks On Multi-Agent Communication James Tu Tsun-Hsuan Wang Jingkang Wang S. Manivasagam Mengye Ren R. Urtasun AAML 153 60 0 17 Jan 2021
Fundamental Tradeoffs in Distributionally Adversarial Training M. Mehrabi Adel Javanmard Ryan A. Rossi Anup B. Rao Tung Mai AAML 55 18 0 15 Jan 2021
Robustness Testing of Language Understanding in Task-Oriented Dialog Jiexi Liu Ryuichi Takanobu Jiaxin Wen Dazhen Wan Hongguang Li Weiran Nie Cheng Li Wei Peng Minlie Huang ELM 122 48 0 30 Dec 2020
Generating Adversarial Examples in Chinese Texts Using Sentence-Pieces Linyang Li Yunfan Shao Demin Song Xipeng Qiu Xuanjing Huang AAML GAN 30 7 0 29 Dec 2020
Adversarially Robust Estimate and Risk Analysis in Linear Regression Yue Xing Ruizhi Zhang Guang Cheng AAML 64 28 0 18 Dec 2020
AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text Zhihong Shao Zitao Liu Jiyong Zhang Zhongqin Wu Minlie Huang AAML 52 9 0 18 Dec 2020
Semantics and explanation: why counterfactual explanations produce adversarial examples in deep neural networks Kieran Browne Ben Swift AAML GAN 58 30 0 18 Dec 2020
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation Qi Zhou Haipeng Chen Yitao Zheng Zhen Wang AAML 44 5 0 09 Dec 2020