ONION: A Simple and Effective Defense Against Textual Backdoor Attacks

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks

20 November 2020

Maosong Sun

Papers citing "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"

14 / 164 papers shown

Title
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
Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks Yangyi Chen Fanchao Qi Hongcheng Gao Zhiyuan Liu Maosong Sun SILM 11 21 0 15 Oct 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 24 102 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 77 175 0 14 Oct 2021
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models Kangjie Chen Yuxian Meng Xiaofei Sun Shangwei Guo Tianwei Zhang Jiwei Li Chun Fan SILM 18 105 0 06 Oct 2021
BFClass: A Backdoor-free Text Classification Framework Zichao Li Dheeraj Mekala Chengyu Dong Jingbo Shang SILM 56 27 0 22 Sep 2021
Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution Fanchao Qi Yuan Yao Sophia Xu Zhiyuan Liu Maosong Sun SILM 22 126 0 11 Jun 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 21 47 0 03 Jun 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 11 222 0 26 May 2021
R&R: Metric-guided Adversarial Sentence Generation Lei Xu Alfredo Cuesta-Infante Laure Berti-Equille K. Veeramachaneni AAML 14 4 0 17 Apr 2021
A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger's Adversarial Attacks Thai Le Noseong Park Dongwon Lee 8 23 0 20 Nov 2020
Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification Chuanshuai Chen Jiazhu Dai SILM 53 126 0 11 Jul 2020
Backdoors in Neural Models of Source Code Goutham Ramakrishnan Aws Albarghouthi AAML SILM 28 56 0 11 Jun 2020
Clean-Label Backdoor Attacks on Video Recognition Models Shihao Zhao Xingjun Ma Xiang Zheng James Bailey Jingjing Chen Yu-Gang Jiang AAML 185 252 0 06 Mar 2020