Investigating Robustness of Adversarial Samples Detection for Automatic
Speaker Verification

Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification

11 June 2020

Na Li

Papers citing "Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification"

17 / 17 papers shown

Title
Diffusion-Based Adversarial Purification for Speaker Verification Yibo Bai Ju Liu Xuelong Li DiffM 41 2 0 22 Oct 2023
An Initial Investigation of Neural Replay Simulator for Over-the-Air Adversarial Perturbations to Automatic Speaker Verification Jiaqi Li Li Wang Liumeng Xue Lei Wang Zhizheng Wu AAML 43 3 0 09 Oct 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
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
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 36 9 0 18 Jun 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
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
AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification Sonal Joshi Saurabh Kataria Jesus Villalba Najim Dehak AAML 38 7 0 08 Apr 2022
Spoofing-Aware Speaker Verification by Multi-Level Fusion Haibin Wu Lingwei Meng Jiawen Kang Jinchao Li Xu Li Xixin Wu Hung-yi Lee Helen Meng 27 8 0 29 Mar 2022
On the Detection of Adaptive Adversarial Attacks in Speaker Verification Systems Zesheng Chen AAML 24 8 0 11 Feb 2022
Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks Xu Li Xixin Wu Hui Lu Xunying Liu Helen Meng 34 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 35 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 33 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 52 29 0 01 Jun 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 32 40 0 14 Feb 2021
Defense against adversarial attacks on spoofing countermeasures of ASV Haibin Wu Songxiang Liu Helen Meng Hung-yi Lee AAML 98 52 0 06 Mar 2020
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 298 3,115 0 04 Nov 2016