Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution

11 June 2021

Maosong Sun

Papers citing "Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution"

36 / 86 papers shown

Title
TrojanPuzzle: Covertly Poisoning Code-Suggestion Models H. Aghakhani Wei Dai Andre Manoel Xavier Fernandes Anant Kharkar Christopher Kruegel Giovanni Vigna David Evans B. Zorn Robert Sim SILM 29 33 0 06 Jan 2023
VSVC: Backdoor attack against Keyword Spotting based on Voiceprint Selection and Voice Conversion Hanbo Cai Pengcheng Zhang Hai Dong Yan Xiao Shunhui Ji 31 5 0 20 Dec 2022
Backdoor Vulnerabilities in Normally Trained Deep Learning Models Guanhong Tao Zhenting Wang Shuyang Cheng Shiqing Ma Shengwei An Yingqi Liu Guangyu Shen Zhuo Zhang Yunshu Mao Xiangyu Zhang SILM 25 17 0 29 Nov 2022
On the Security Vulnerabilities of Text-to-SQL Models Xutan Peng Yipeng Zhang Jingfeng Yang Mark Stevenson SILM 31 10 0 28 Nov 2022
BadPrompt: Backdoor Attacks on Continuous Prompts Xiangrui Cai Haidong Xu Sihan Xu Ying Zhang Xiaojie Yuan SILM 28 62 0 27 Nov 2022
A Survey on Backdoor Attack and Defense in Natural Language Processing Xuan Sheng Zhaoyang Han Piji Li Xiangmao Chang SILM 24 19 0 22 Nov 2022
PBSM: Backdoor attack against Keyword spotting based on pitch boosting and sound masking Hanbo Cai Pengcheng Zhang Hai Dong Yan Xiao Shunhui Ji AAML 19 6 0 16 Nov 2022
Rickrolling the Artist: Injecting Backdoors into Text Encoders for Text-to-Image Synthesis Lukas Struppek Dominik Hintersdorf Kristian Kersting SILM 22 36 0 04 Nov 2022
Poison Attack and Defense on Deep Source Code Processing Models Jia Li Zhuo Li Huangzhao Zhang Ge Li Zhi Jin Xing Hu Xin Xia AAML 48 16 0 31 Oct 2022
Detecting Backdoors in Deep Text Classifiers Youyan Guo Jun Wang Trevor Cohn SILM 42 1 0 11 Oct 2022
ImpNet: Imperceptible and blackbox-undetectable backdoors in compiled neural networks Eleanor Clifford Ilia Shumailov Yiren Zhao Ross J. Anderson Robert D. Mullins 31 12 0 30 Sep 2022
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning Baoyuan Wu Hongrui Chen Ruotong Wang Zihao Zhu Shaokui Wei Danni Yuan Chaoxiao Shen ELM AAML 38 140 0 25 Jun 2022
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks Yuchen Zhang Lifan Yuan Bingxiang He Yangyi Chen Zhiyuan Liu Maosong Sun AAML ELM SILM 26 69 0 17 Jun 2022
Kallima: A Clean-label Framework for Textual Backdoor Attacks Xiaoyi Chen Yinpeng Dong Zeyu Sun Shengfang Zhai Qingni Shen Zhonghai Wu AAML 14 30 0 03 Jun 2022
BagFlip: A Certified Defense against Data Poisoning Yuhao Zhang Aws Albarghouthi Loris Dántoni AAML 38 25 0 26 May 2022
BITE: Textual Backdoor Attacks with Iterative Trigger Injection Jun Yan Vansh Gupta Xiang Ren SILM 31 47 0 25 May 2022
Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information Fanchao Qi Chuancheng Lv Zhiyuan Liu Xiaojun Meng Maosong Sun Haitao Zheng 21 6 0 14 Mar 2022
QuoteR: A Benchmark of Quote Recommendation for Writing Fanchao Qi Yanhui Yang Jing Yi Zhili Cheng Zhiyuan Liu Maosong Sun 26 14 0 26 Feb 2022
Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense Guangyu Shen Yingqi Liu Guanhong Tao Qiuling Xu Zhuo Zhang Shengwei An Shiqing Ma Xinming Zhang AAML 21 34 0 11 Feb 2022
Rethink the Evaluation for Attack Strength of Backdoor Attacks in Natural Language Processing Lingfeng Shen Haiyun Jiang Lemao Liu Shuming Shi ELM 14 1 0 09 Jan 2022
SNEAK: Synonymous Sentences-Aware Adversarial Attack on Natural Language Video Localization Wenbo Gou Wen Shi Jian Lou Lijie Huang Pan Zhou Ruixuan Li AAML 39 2 0 08 Dec 2021
A General Framework for Defending Against Backdoor Attacks via Influence Graph Xiaofei Sun Jiwei Li Xiaoya Li Ziyao Wang Tianwei Zhang Han Qiu Fei Wu Chun Fan AAML TDI 24 5 0 29 Nov 2021
An Overview of Backdoor Attacks Against Deep Neural Networks and Possible Defences Wei Guo B. Tondi Mauro Barni AAML 32 66 0 16 Nov 2021
Triggerless Backdoor Attack for NLP Tasks with Clean Labels Leilei Gan Jiwei Li Tianwei Zhang Xiaoya Li Yuxian Meng Fei Wu Yi Yang Shangwei Guo Chun Fan AAML SILM 27 74 0 15 Nov 2021
RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models Wenkai Yang Yankai Lin Peng Li Jie Zhou Xu Sun SILM AAML 34 103 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
Defending Against Backdoor Attacks in Natural Language Generation Xiaofei Sun Xiaoya Li Yuxian Meng Xiang Ao Fei Wu Jiwei Li Tianwei Zhang AAML SILM 31 47 0 03 Jun 2021
Automatic Construction of Sememe Knowledge Bases via Dictionaries Fanchao Qi Yangyi Chen Fengyu Wang Zhiyuan Liu Xiao Chen Maosong Sun 22 6 0 26 May 2021
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger Fanchao Qi Mukai Li Yangyi Chen Zhengyan Zhang Zhiyuan Liu Yasheng Wang Maosong Sun SILM 19 223 0 26 May 2021
Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-Level Backdoor Attacks Zhengyan Zhang Guangxuan Xiao Yongwei Li Tian Lv Fanchao Qi Zhiyuan Liu Yasheng Wang Xin Jiang Maosong Sun AAML 23 68 0 18 Jan 2021
Invisible Backdoor Attack with Sample-Specific Triggers Yuezun Li Yiming Li Baoyuan Wu Longkang Li Ran He Siwei Lyu AAML DiffM 39 467 0 07 Dec 2020
ONION: A Simple and Effective Defense Against Textual Backdoor Attacks Fanchao Qi Yangyi Chen Mukai Li Yuan Yao Zhiyuan Liu Maosong Sun AAML 45 266 0 20 Nov 2020
Backdoor Learning: A Survey Yiming Li Yong Jiang Zhifeng Li Shutao Xia AAML 45 590 0 17 Jul 2020
Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification Chuanshuai Chen Jiazhu Dai SILM 63 125 0 11 Jul 2020
Clean-Label Backdoor Attacks on Video Recognition Models Shihao Zhao Xingjun Ma Xiang Zheng James Bailey Jingjing Chen Yu-Gang Jiang AAML 198 252 0 06 Mar 2020
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 258 916 0 21 Apr 2018