BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models

6 October 2021

Jiwei Li

Papers citing "BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models"

23 / 73 papers shown

Title
IMBERT: Making BERT Immune to Insertion-based Backdoor Attacks Xuanli He Jun Wang Benjamin I. P. Rubinstein Trevor Cohn SILM 31 12 0 25 May 2023
Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation Xuanli He Qiongkai Xu Jun Wang Benjamin I. P. Rubinstein Trevor Cohn AAML 32 18 0 19 May 2023
Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark Wenjun Peng Jingwei Yi Fangzhao Wu Shangxi Wu Bin Zhu Lingjuan Lyu Binxing Jiao Tongye Xu Guangzhong Sun Xing Xie WaLM 17 60 0 17 May 2023
UOR: Universal Backdoor Attacks on Pre-trained Language Models Wei Du Peixuan Li Bo-wen Li Haodong Zhao Gongshen Liu AAML 39 7 0 16 May 2023
Two-in-One: A Model Hijacking Attack Against Text Generation Models Waiman Si Michael Backes Yang Zhang A. Salem SILM 29 22 0 12 May 2023
Backdoor Learning on Sequence to Sequence Models Lichang Chen Minhao Cheng Heng-Chiao Huang SILM 54 18 0 03 May 2023
Backdoor Attacks with Input-unique Triggers in NLP Xukun Zhou Jiwei Li Tianwei Zhang Lingjuan Lyu Muqiao Yang Jun He SILM AAML 30 9 0 25 Mar 2023
Black-box Backdoor Defense via Zero-shot Image Purification Yucheng Shi Mengnan Du Xuansheng Wu Zihan Guan Jin Sun Ninghao Liu 40 28 0 21 Mar 2023
Stealing the Decoding Algorithms of Language Models A. Naseh Kalpesh Krishna Mohit Iyyer Amir Houmansadr MLAU 56 20 0 08 Mar 2023
TrojText: Test-time Invisible Textual Trojan Insertion Qiang Lou Ye Liu Bo Feng 37 23 0 03 Mar 2023
Backdoor Attacks to Pre-trained Unified Foundation Models Zenghui Yuan Yixin Liu Kai Zhang Pan Zhou Lichao Sun AAML 32 10 0 18 Feb 2023
Backdoor Learning for NLP: Recent Advances, Challenges, and Future Research Directions Marwan Omar SILM AAML 33 20 0 14 Feb 2023
MSDT: Masked Language Model Scoring Defense in Text Domain Jaechul Roh Minhao Cheng Yajun Fang AAML 15 1 0 10 Nov 2022
Apple of Sodom: Hidden Backdoors in Superior Sentence Embeddings via Contrastive Learning Xiaoyi Chen Baisong Xin Shengfang Zhai Shiqing Ma Qingni Shen Zhonghai Wu SILM 19 2 0 20 Oct 2022
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks Sishuo Chen Wenkai Yang Zhiyuan Zhang Xiaohan Bi Xu Sun SILM AAML 37 23 0 14 Oct 2022
Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving Xingshuo Han Guowen Xu Yuanpu Zhou Xuehuan Yang Jiwei Li Tianwei Zhang AAML 30 43 0 02 Mar 2022
Threats to Pre-trained Language Models: Survey and Taxonomy Shangwei Guo Chunlong Xie Jiwei Li Lingjuan Lyu Tianwei Zhang PILM 27 30 0 14 Feb 2022
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 27 76 0 09 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
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
Backdoor Learning: A Survey Yiming Li Yong Jiang Zhifeng Li Shutao Xia AAML 45 589 0 17 Jul 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 281 31,267 0 16 Jan 2013