Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning

12 July 2021

Francisco Guzman

Benjamin I. P. Rubinstein

Papers citing "Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning"

21 / 21 papers shown

Title
Char-mander Use mBackdoor! A Study of Cross-lingual Backdoor Attacks in Multilingual LLMs Himanshu Beniwal Sailesh Panda Birudugadda Srivibhav Mayank Singh 50 0 0 24 Feb 2025
AdvBDGen: Adversarially Fortified Prompt-Specific Fuzzy Backdoor Generator Against LLM Alignment Pankayaraj Pathmanathan Udari Madhushani Sehwag Michael-Andrei Panaitescu-Liess Furong Huang SILM AAML 43 0 0 15 Oct 2024
Clean Label Attacks against SLU Systems Lin Zhang Sonal Joshi Thomas Thebaud Jesus Villalba Najim Dehak Sanjeev Khudanpur AAML 37 0 0 13 Sep 2024
Backdoor Attack on Multilingual Machine Translation Jun Wang Qiongkai Xu Xuanli He Benjamin I. P. Rubinstein Trevor Cohn 26 5 0 03 Apr 2024
Poisoning Programs by Un-Repairing Code: Security Concerns of AI-generated Code Cristina Improta SILM AAML 28 9 0 11 Mar 2024
Manipulating Predictions over Discrete Inputs in Machine Teaching Xiaodong Wu Yufei Han H. Dahrouj Jianbing Ni Zhenwen Liang Xiangliang Zhang 26 0 0 31 Jan 2024
RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models Jiong Wang Junlin Wu Muhao Chen Yevgeniy Vorobeychik Chaowei Xiao AAML 29 13 0 16 Nov 2023
Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models Tianjian Li Haoran Xu Philipp Koehn Daniel Khashabi Kenton W. Murray 38 4 0 02 Oct 2023
Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review Pengzhou Cheng Zongru Wu Wei Du Haodong Zhao Wei Lu Gongshen Liu SILM AAML 42 18 0 12 Sep 2023
Is the U.S. Legal System Ready for AI's Challenges to Human Values? Inyoung Cheong Aylin Caliskan Tadayoshi Kohno SILM ELM AILaw 30 1 0 30 Aug 2023
Vulnerabilities in AI Code Generators: Exploring Targeted Data Poisoning Attacks Domenico Cotroneo Cristina Improta Pietro Liguori R. Natella SILM 38 23 0 04 Aug 2023
IMBERT: Making BERT Immune to Insertion-based Backdoor Attacks Xuanli He Jun Wang Benjamin I. P. Rubinstein Trevor Cohn SILM 34 12 0 25 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
Mithridates: Auditing and Boosting Backdoor Resistance of Machine Learning Pipelines Eugene Bagdasaryan Vitaly Shmatikov AAML 29 2 0 09 Feb 2023
The unreasonable effectiveness of few-shot learning for machine translation Xavier Garcia Yamini Bansal Colin Cherry George F. Foster M. Krikun Fan Feng Melvin Johnson Orhan Firat 40 103 0 02 Feb 2023
TransFool: An Adversarial Attack against Neural Machine Translation Models Sahar Sadrizadeh Ljiljana Dolamic P. Frossard SILM AAML 49 12 0 02 Feb 2023
Detecting Backdoors in Deep Text Classifiers Youyan Guo Jun Wang Trevor Cohn SILM 42 1 0 11 Oct 2022
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks Xuanli He Qiongkai Xu Yi Zeng Lingjuan Lyu Fangzhao Wu Jiwei Li R. Jia WaLM 188 72 0 19 Sep 2022
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 33 78 0 09 Dec 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
Concealed Data Poisoning Attacks on NLP Models Eric Wallace Tony Zhao Shi Feng Sameer Singh SILM 29 18 0 23 Oct 2020