Adversarial Attacks on GMM i-vector based Speaker Verification Systems

Adversarial Attacks on GMM i-vector based Speaker Verification Systems

8 November 2019

Papers citing "Adversarial Attacks on GMM i-vector based Speaker Verification Systems"

19 / 19 papers shown

Title
Diffusion-Based Adversarial Purification for Speaker Verification Yibo Bai Ju Liu Xuelong Li DiffM 36 2 0 22 Oct 2023
Pseudo-Siamese Network based Timbre-reserved Black-box Adversarial Attack in Speaker Identification Qing Wang Jixun Yao Ziqian Wang Pengcheng Guo Linfu Xie AAML 32 1 0 30 May 2023
The defender's perspective on automatic speaker verification: An overview Haibin Wu Jiawen Kang Lingwei Meng Helen Meng Hung-yi Lee AAML 24 15 0 22 May 2023
Interpretable Spectrum Transformation Attacks to Speaker Recognition Jiadi Yao H. Luo Xiao-Lei Zhang AAML 32 1 0 21 Feb 2023
LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification Xingqi Chen Jie Wang Xiaoli Zhang Weiqiang Zhang Kunde Yang AAML 26 7 0 02 Nov 2022
Symmetric Saliency-based Adversarial Attack To Speaker Identification Jiadi Yao Xing Chen Xiao-Lei Zhang Weiqiang Zhang Kunde Yang AAML 31 8 0 30 Oct 2022
Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition Guangke Chen Zhe Zhao Fu Song Sen Chen Lingling Fan Feng Wang Jiashui Wang AAML 25 37 0 07 Jun 2022
AS2T: Arbitrary Source-To-Target Adversarial Attack on Speaker Recognition Systems Guangke Chen Zhe Zhao Fu Song Sen Chen Lingling Fan Yang Liu AAML 35 18 0 07 Jun 2022
Adversarial attacks and defenses in Speaker Recognition Systems: A survey Jiahe Lan Rui Zhang Zheng Yan Jie Wang Yu Chen Ronghui Hou AAML 24 23 0 27 May 2022
Dictionary Attacks on Speaker Verification Mirko Marras Pawel Korus Anubhav Jain N. Memon AAML 34 9 0 24 Apr 2022
SEC4SR: A Security Analysis Platform for Speaker Recognition Guangke Chen Zhe Zhao Fu Song Sen Chen Lingling Fan Yang Liu AAML 25 12 0 04 Sep 2021
Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks Xu Li Xixin Wu Hui Lu Xunying Liu Helen Meng 32 57 0 19 Jul 2021
Adversarial Sample Detection for Speaker Verification by Neural Vocoders Haibin Wu Po-Chun Hsu Ji Gao Shanshan Zhang Shen Huang Jian Kang Zhiyong Wu Helen Meng Hung-yi Lee AAML 27 20 0 01 Jul 2021
Voting for the right answer: Adversarial defense for speaker verification Haibin Wu Yang Zhang Zhiyong Wu Dong Wang Hung-yi Lee AAML 30 25 0 15 Jun 2021
Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning Haibin Wu Xu Li Andy T. Liu Zhiyong Wu Helen Meng Hung-yi Lee AAML SSL 50 29 0 01 Jun 2021
SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems Yuxuan Chen Jiangshan Zhang Xuejing Yuan Shengzhi Zhang Kai Chen Xiaofeng Wang Shanqing Guo AAML 37 15 0 19 Mar 2021
Adversarial defense for automatic speaker verification by cascaded self-supervised learning models Haibin Wu Xu Li Andy T. Liu Zhiyong Wu Helen Meng Hung-yi Lee AAML 29 40 0 14 Feb 2021
The Attacker's Perspective on Automatic Speaker Verification: An Overview Rohan Kumar Das Xiaohai Tian Tomi Kinnunen Haizhou Li AAML 20 81 0 19 Apr 2020
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 296 3,113 0 04 Nov 2016