A backdoor attack against LSTM-based text classification systems

29 May 2019

Papers citing "A backdoor attack against LSTM-based text classification systems"

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Title
Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents Pengzhou Cheng Haowen Hu Zheng Wu Zongru Wu Tianjie Ju Daizong Ding Zhuosheng Zhang Gongshen Liu LLMAG AAML 10 0 0 20 May 2025
Adversarial Attacks in Multimodal Systems: A Practitioner's Survey Shashank Kapoor Sanjay Surendranath Girija Lakshit Arora Dipen Pradhan Ankit Shetgaonkar Aman Raj AAML 77 0 0 06 May 2025
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Ziyi Wang Hongwei Li Rui Zhang Wenbo Jiang Kangjie Chen Tianwei Zhang Qingchuan Zhao Guowen Xu AAML 46 0 0 06 May 2025
The Ultimate Cookbook for Invisible Poison: Crafting Subtle Clean-Label Text Backdoors with Style Attributes Wencong You Daniel Lowd 46 0 0 24 Apr 2025
BadMoE: Backdooring Mixture-of-Experts LLMs via Optimizing Routing Triggers and Infecting Dormant Experts Qingyue Wang Qi Pang Xixun Lin Shuai Wang Daoyuan Wu MoE 64 0 0 24 Apr 2025
Robo-Troj: Attacking LLM-based Task Planners Mohaiminul Al Nahian Zainab Altaweel David Reitano Sabbir Ahmed Saumitra Lohokare Shiqi Zhang Adnan Siraj Rakin AAML 68 0 0 23 Apr 2025
Propaganda via AI? A Study on Semantic Backdoors in Large Language Models Nay Myat Min Long H. Pham Yige Li Jun Sun AAML 33 0 0 15 Apr 2025
Defending Deep Neural Networks against Backdoor Attacks via Module Switching Weijun Li Ansh Arora Xuanli He Mark Dras Qiongkai Xu AAML MoMe 58 0 0 08 Apr 2025
DeBackdoor: A Deductive Framework for Detecting Backdoor Attacks on Deep Models with Limited Data Dorde Popovic Amin Sadeghi Ting Yu Sanjay Chawla Issa M. Khalil AAML 59 0 0 27 Mar 2025
Large Language Models Can Verbatim Reproduce Long Malicious Sequences Sharon Lin Krishnamurthy Dvijotham Jamie Hayes Chongyang Shi Ilia Shumailov Shuang Song AAML 44 0 0 21 Mar 2025
Revisiting Backdoor Attacks on Time Series Classification in the Frequency Domain Yuanmin Huang Mi Zhang Zhaoxiang Wang Wenxuan Li Min Yang AAML AI4TS 64 0 0 12 Mar 2025
Life-Cycle Routing Vulnerabilities of LLM Router Qiqi Lin Xiaoyang Ji Shengfang Zhai Qingni Shen Zhi-Li Zhang Yuejian Fang Yansong Gao AAML 65 1 0 09 Mar 2025
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
PCAP-Backdoor: Backdoor Poisoning Generator for Network Traffic in CPS/IoT Environments Ajesh Koyatan Chathoth Stephen Lee 47 0 0 26 Jan 2025
MADE: Graph Backdoor Defense with Masked Unlearning Xiao Lin amd Mingjie Li Mingjie Li Yisen Wang AAML 95 2 0 03 Jan 2025
Cut the Deadwood Out: Post-Training Model Purification with Selective Module Substitution Yao Tong Weijun Li Xuanli He Haolan Zhan Qiongkai Xu AAML 48 1 0 31 Dec 2024
Double Landmines: Invisible Textual Backdoor Attacks based on Dual-Trigger Yang Hou Qiuling Yue Lujia Chai Guozhao Liao Wenbao Han Wei Ou 40 0 0 23 Dec 2024
Data Free Backdoor Attacks Bochuan Cao Jinyuan Jia Chuxuan Hu Wenbo Guo Zhen Xiang Jinghui Chen Bo Li Dawn Song AAML 91 0 0 09 Dec 2024
Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining Zongru Wu Pengzhou Cheng Lingyong Fang Zhuosheng Zhang Gongshen Liu AAML SILM 90 0 0 03 Dec 2024
Quantized Delta Weight Is Safety Keeper Yule Liu Zhen Sun Xinlei He Xinyi Huang 96 2 0 29 Nov 2024
PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning Zhen Sun Tianshuo Cong Yule Liu Chenhao Lin Xinlei He Rongmao Chen Xingshuo Han Xinyi Huang AAML 91 3 0 26 Nov 2024
When Backdoors Speak: Understanding LLM Backdoor Attacks Through Model-Generated Explanations Huaizhi Ge Yiming Li Qifan Wang Yongfeng Zhang Ruixiang Tang AAML SILM 86 0 0 19 Nov 2024
CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization Nay Myat Min Long H. Pham Yige Li Jun Sun AAML 69 4 0 18 Nov 2024
BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for Backdoor Defense Evaluation Haiyang Yu Tian Xie Jiaping Gui Pengyang Wang P. Yi Yue Wu 56 1 0 17 Nov 2024
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
Mind Your Questions! Towards Backdoor Attacks on Text-to-Visualization Models Shuaimin Li Yuanfeng Song Xuanang Chen Anni Peng Zhuoyue Wan Chen Jason Zhang Raymond Chi-Wing Wong SILM 31 0 0 09 Oct 2024
BACKTIME: Backdoor Attacks on Multivariate Time Series Forecasting Xiao Lin Zhining Liu Dongqi Fu Ruizhong Qiu Hanghang Tong AAML AI4TS 54 6 0 03 Oct 2024
BadCM: Invisible Backdoor Attack Against Cross-Modal Learning Zheng Zhang Xu Yuan Lei Zhu Jingkuan Song Liqiang Nie AAML 56 12 0 03 Oct 2024
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges Qin Liu Wenjie Mo Terry Tong Lyne Tchapmi Fei Wang Chaowei Xiao Muhao Chen AAML 43 4 0 30 Sep 2024
Learning to Obstruct Few-Shot Image Classification over Restricted Classes Amber Yijia Zheng Chiao-An Yang Raymond A. Yeh 39 1 0 28 Sep 2024
Data-centric NLP Backdoor Defense from the Lens of Memorization Zhenting Wang Zhizhi Wang Mingyu Jin Mengnan Du Juan Zhai Shiqing Ma 35 3 0 21 Sep 2024
Obliviate: Neutralizing Task-agnostic Backdoors within the Parameter-efficient Fine-tuning Paradigm Jaehan Kim Minkyoo Song S. Na Seungwon Shin AAML 41 0 0 21 Sep 2024
Exploiting the Vulnerability of Large Language Models via Defense-Aware Architectural Backdoor Abdullah Arafat Miah Yu Bi AAML SILM 37 0 0 03 Sep 2024
CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models Rui Zeng Xi Chen Yuwen Pu Xuhong Zhang Tianyu Du Shouling Ji 45 2 0 02 Sep 2024
Rethinking Backdoor Detection Evaluation for Language Models Jun Yan Wenjie Jacky Mo Xiang Ren Robin Jia ELM 59 3 0 31 Aug 2024
EmoAttack: Utilizing Emotional Voice Conversion for Speech Backdoor Attacks on Deep Speech Classification Models Wenhan Yao Zedong XingXiarun Chen Jia Liu yongqiang He Weiping Wen AAML 38 0 0 28 Aug 2024
Large Language Models are Good Attackers: Efficient and Stealthy Textual Backdoor Attacks Ziqiang Li Yueqi Zeng Pengfei Xia Lei Liu Zhangjie Fu Bin Li SILM AAML 60 2 0 21 Aug 2024
Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs) Apurv Verma Satyapriya Krishna Sebastian Gehrmann Madhavan Seshadri Anu Pradhan Tom Ault Leslie Barrett David Rabinowitz John Doucette Nhathai Phan 59 10 0 20 Jul 2024
Flatness-aware Sequential Learning Generates Resilient Backdoors Hoang Pham The-Anh Ta Anh Tran Khoa D. Doan FedML AAML 47 0 0 20 Jul 2024
Defense Against Syntactic Textual Backdoor Attacks with Token Substitution Xinglin Li Xianwen He Yao Li Minhao Cheng 26 1 0 04 Jul 2024
Future Events as Backdoor Triggers: Investigating Temporal Vulnerabilities in LLMs Sara Price Arjun Panickssery Sam Bowman Asa Cooper Stickland LLMSV 37 3 0 04 Jul 2024
SOS! Soft Prompt Attack Against Open-Source Large Language Models Ziqing Yang Michael Backes Yang Zhang Ahmed Salem AAML 40 6 0 03 Jul 2024
DeepiSign-G: Generic Watermark to Stamp Hidden DNN Parameters for Self-contained Tracking A. Abuadbba Nicholas Rhodes Kristen Moore Bushra Sabir Shuo Wang Yansong Gao AAML 40 2 0 01 Jul 2024
Attack and Defense of Deep Learning Models in the Field of Web Attack Detection Lijia Shi Shihao Dong AAML 41 0 0 18 Jun 2024
Imperceptible Rhythm Backdoor Attacks: Exploring Rhythm Transformation for Embedding Undetectable Vulnerabilities on Speech Recognition Wenhan Yao Jiangkun Yang yongqiang He Jia Liu Weiping Wen 57 1 0 16 Jun 2024
Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models Xi Li Yusen Zhang Renze Lou Chen Wu Jiaqi Wang LRM AAML 45 12 0 10 Jun 2024
PromptFix: Few-shot Backdoor Removal via Adversarial Prompt Tuning Tianrong Zhang Zhaohan Xi Ting Wang Prasenjit Mitra Jinghui Chen AAML SILM 35 2 0 06 Jun 2024
TrojFM: Resource-efficient Backdoor Attacks against Very Large Foundation Models Yuzhou Nie Yanting Wang Jinyuan Jia Michael J. De Lucia Nathaniel D. Bastian Wenbo Guo Dawn Song SILM AAML 38 5 0 27 May 2024
SEEP: Training Dynamics Grounds Latent Representation Search for Mitigating Backdoor Poisoning Attacks Xuanli He Qiongkai Xu Jun Wang Benjamin I. P. Rubinstein Trevor Cohn AAML 42 4 0 19 May 2024
BadActs: A Universal Backdoor Defense in the Activation Space Biao Yi Sishuo Chen Yiming Li Tong Li Baolei Zhang Zheli Liu AAML 50 6 0 18 May 2024