Backdoor Attack against Speaker Verification

22 October 2020

Papers citing "Backdoor Attack against Speaker Verification"

50 / 57 papers shown

Title
ChainMarks: Securing DNN Watermark with Cryptographic Chain Brian Choi Shu Wang Isabelle Choi Kun Sun 46 0 0 08 May 2025
CBW: Towards Dataset Ownership Verification for Speaker Verification via Clustering-based Backdoor Watermarking Yiming Li Kaiying Yan Shuo Shao Tongqing Zhai Shu-Tao Xia Zhanyue Qin D. Tao AAML 164 0 0 02 Mar 2025
BadRefSR: Backdoor Attacks Against Reference-based Image Super Resolution Xue Yang Tao Chen Lei Guo Wenbo Jiang Ji Guo Y. Li Jiaming He 170 0 0 28 Feb 2025
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming Yuxiao Chen Shuo Shao Enhao Huang Yiming Li Pin-Yu Chen Zhanyue Qin Kui Ren AAML 52 3 0 22 Feb 2025
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 36 0 0 28 Aug 2024
Sample-Independent Federated Learning Backdoor Attack in Speaker Recognition Weida Xu Yang Xu Sicong Zhang FedML AAML 41 0 0 25 Aug 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 52 1 0 16 Jun 2024
Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models Zhenyang Ni Rui Ye Yuxian Wei Zhen Xiang Yanfeng Wang Siheng Chen AAML 36 10 0 19 Apr 2024
A Backdoor Approach with Inverted Labels Using Dirty Label-Flipping Attacks Orson Mengara AAML 38 4 0 29 Mar 2024
Learning to Poison Large Language Models During Instruction Tuning Yao Qiang Xiangyu Zhou Saleh Zare Zade Mohammad Amin Roshani Douglas Zytko Dongxiao Zhu AAML SILM 40 20 0 21 Feb 2024
The last Dance : Robust backdoor attack via diffusion models and bayesian approach Orson Mengara DiffM 37 4 0 05 Feb 2024
BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models Zhen Xiang Fengqing Jiang Zidi Xiong Bhaskar Ramasubramanian Radha Poovendran Bo Li LRM SILM 42 40 0 20 Jan 2024
Spy-Watermark: Robust Invisible Watermarking for Backdoor Attack Ruofei Wang Renjie Wan Zongyu Guo Qing Guo Rui Huang 36 6 0 04 Jan 2024
The Art of Deception: Robust Backdoor Attack using Dynamic Stacking of Triggers Orson Mengara AAML 49 3 0 03 Jan 2024
A Practical Survey on Emerging Threats from AI-driven Voice Attacks: How Vulnerable are Commercial Voice Control Systems? Yuanda Wang Qiben Yan Nikolay Ivanov Xun Chen AAML 13 2 0 10 Dec 2023
FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning Hossein Fereidooni Alessandro Pegoraro Phillip Rieger Alexandra Dmitrienko Ahmad-Reza Sadeghi AAML 26 12 0 07 Dec 2023
Towards Sample-specific Backdoor Attack with Clean Labels via Attribute Trigger Yiming Li Mingyan Zhu Junfeng Guo Tao Wei Shu-Tao Xia Zhan Qin AAML 71 1 0 03 Dec 2023
MASTERKEY: Practical Backdoor Attack Against Speaker Verification Systems Hanqing Guo Xun Chen Junfeng Guo Li Xiao Qiben Yan 18 11 0 13 Sep 2023
PhantomSound: Black-Box, Query-Efficient Audio Adversarial Attack via Split-Second Phoneme Injection Hanqing Guo Guangjing Wang Yuanda Wang Bocheng Chen Qiben Yan Li Xiao AAML 37 9 0 13 Sep 2023
One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training Jianshuo Dong Han Qiu Yiming Li Tianwei Zhang Yuan-Fang Li Zeqi Lai Chao Zhang Shutao Xia AAML 31 13 0 12 Aug 2023
Breaking Speaker Recognition with PaddingBack Zhe Ye Diqun Yan Li Dong Kailai Shen AAML 36 2 0 08 Aug 2023
Backdoor Attacks against Voice Recognition Systems: A Survey Baochen Yan Jiahe Lan Zheng Yan AAML 30 8 0 23 Jul 2023
Towards Stealthy Backdoor Attacks against Speech Recognition via Elements of Sound Hanbo Cai Pengcheng Zhang Hai Dong Yan Xiao Stefanos Koffas Yiming Li AAML 29 28 0 17 Jul 2023
Enrollment-stage Backdoor Attacks on Speaker Recognition Systems via Adversarial Ultrasound Xinfeng Li Junning Ze Chen Yan Yushi Cheng Xiaoyu Ji Wenyuan Xu AAML 23 11 0 28 Jun 2023
Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios Ziqiang Li Hong Sun Pengfei Xia Heng Li Beihao Xia Yi Wu Bin Li AAML 24 8 0 14 Jun 2023
A Proxy Attack-Free Strategy for Practically Improving the Poisoning Efficiency in Backdoor Attacks Ziqiang Li Hong Sun Pengfei Xia Beihao Xia Xue Rui Wei Zhang Qinglang Guo Bin Li AAML 32 8 0 14 Jun 2023
Security and Privacy Problems in Voice Assistant Applications: A Survey Jingjin Li Chao Chen Lei Pan M. R. Azghadi Hossein Ghodosi Jinchao Zhang 19 16 0 19 Apr 2023
UNICORN: A Unified Backdoor Trigger Inversion Framework Zhenting Wang Kai Mei Juan Zhai Shiqing Ma LLMSV 35 44 0 05 Apr 2023
A Universal Identity Backdoor Attack against Speaker Verification based on Siamese Network Haodong Zhao Wei Du Junjie Guo Gongshen Liu AAML 13 0 0 28 Mar 2023
Interpretable Spectrum Transformation Attacks to Speaker Recognition Jiadi Yao H. Luo Xiao-Lei Zhang AAML 32 1 0 21 Feb 2023
SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency Junfeng Guo Yiming Li Xun Chen Hanqing Guo Lichao Sun Cong Liu AAML MLAU 21 98 0 07 Feb 2023
SoK: A Systematic Evaluation of Backdoor Trigger Characteristics in Image Classification Gorka Abad Jing Xu Stefanos Koffas Behrad Tajalli S. Picek Mauro Conti AAML 63 5 0 03 Feb 2023
BackdoorBox: A Python Toolbox for Backdoor Learning Yiming Li Mengxi Ya Yang Bai Yong Jiang Shutao Xia AAML 44 40 0 01 Feb 2023
Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition Hasan Hammoud Shuming Liu Mohammad Alkhrashi Fahad Albalawi Guohao Li AAML 32 8 0 03 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 18 5 0 20 Dec 2022
Invisible Backdoor Attack with Dynamic Triggers against Person Re-identification Wenli Sun Xinyang Jiang Shuguang Dou Dongsheng Li Duoqian Miao Cheng Deng Cairong Zhao AAML 29 8 0 20 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 11 6 0 16 Nov 2022
Going In Style: Audio Backdoors Through Stylistic Transformations Stefanos Koffas Luca Pajola S. Picek Mauro Conti 31 23 0 06 Nov 2022
The "Beatrix'' Resurrections: Robust Backdoor Detection via Gram Matrices Wanlun Ma Derui Wang Ruoxi Sun Minhui Xue S. Wen Yang Xiang AAML 19 80 0 23 Sep 2022
Defend Data Poisoning Attacks on Voice Authentication Ke Li Cameron Baird D. Lin AAML 44 9 0 09 Sep 2022
Black-box Dataset Ownership Verification via Backdoor Watermarking Yiming Li Mingyan Zhu Xue Yang Yong Jiang Tao Wei Shutao Xia AAML 37 74 0 04 Aug 2022
MOVE: Effective and Harmless Ownership Verification via Embedded External Features Yiming Li Linghui Zhu Xiaojun Jia Yang Bai Yong Jiang Shutao Xia Xiaochun Cao Kui Ren AAML 44 12 0 04 Aug 2022
Tackling Spoofing-Aware Speaker Verification with Multi-Model Fusion Haibin Wu Jiawen Kang Lingwei Meng Yang Zhang Xixin Wu Zhiyong Wu Hung-yi Lee Helen Meng 29 9 0 18 Jun 2022
Trojan Horse Training for Breaking Defenses against Backdoor Attacks in Deep Learning Arezoo Rajabi Bhaskar Ramasubramanian Radha Poovendran AAML 25 4 0 25 Mar 2022
Backdoor Defense via Decoupling the Training Process Kunzhe Huang Yiming Li Baoyuan Wu Zhan Qin Kui Ren AAML FedML 27 187 0 05 Feb 2022
Few-Shot Backdoor Attacks on Visual Object Tracking Yiming Li Haoxiang Zhong Xingjun Ma Yong Jiang Shutao Xia AAML 38 53 0 31 Jan 2022
Post-Training Detection of Backdoor Attacks for Two-Class and Multi-Attack Scenarios Zhen Xiang David J. Miller G. Kesidis AAML 33 47 0 20 Jan 2022
Defending against Model Stealing via Verifying Embedded External Features Yiming Li Linghui Zhu Xiaojun Jia Yong Jiang Shutao Xia Xiaochun Cao AAML 43 61 0 07 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
AEVA: Black-box Backdoor Detection Using Adversarial Extreme Value Analysis Junfeng Guo Ang Li Cong Liu AAML 59 74 0 28 Oct 2021