Black-box Adversarial Attacks on Commercial Speech Platforms with Minimal Information

19 October 2021

Baolin Zheng

Peipei Jiang

Qian Wang

Qi Li

Chao Shen

Papers citing "Black-box Adversarial Attacks on Commercial Speech Platforms with Minimal Information"

34 / 34 papers shown

Title
Selective Masking Adversarial Attack on Automatic Speech Recognition Systems Zheng Fang Shenyi Zhang Tao Wang Bowen Li Lingchen Zhao Zhangyi Wang AAML 23 0 0 06 Apr 2025
ALIF: Low-Cost Adversarial Audio Attacks on Black-Box Speech Platforms using Linguistic Features Peng Cheng Yuwei Wang Peng Huang Zhongjie Ba Xiaodong Lin Feng Lin Liwang Lu Kui Ren AAML 25 6 0 03 Aug 2024
Controlling Whisper: Universal Acoustic Adversarial Attacks to Control Speech Foundation Models Vyas Raina Mark J. F. Gales AAML 35 1 0 05 Jul 2024
Zero-Query Adversarial Attack on Black-box Automatic Speech Recognition Systems Zheng Fang Tao Wang Lingchen Zhao Shenyi Zhang Bowen Li Yunjie Ge Q. Li Chao Shen Qian Wang 16 4 0 27 Jun 2024
Sok: Comprehensive Security Overview, Challenges, and Future Directions of Voice-Controlled Systems Haozhe Xu Cong Wu Yangyang Gu Xingcan Shang Jing Chen Kun He Ruiying Du 43 3 0 27 May 2024
Towards Evaluating the Robustness of Automatic Speech Recognition Systems via Audio Style Transfer Weifei Jin Yuxin Cao Junjie Su Qi Shen Kai Ye Derui Wang Jie Hao Ziyao Liu AAML 28 2 0 15 May 2024
Muting Whisper: A Universal Acoustic Adversarial Attack on Speech Foundation Models Vyas Raina Rao Ma Charles G McGhee Kate Knill Mark J. F. Gales AAML 33 4 0 09 May 2024
AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning Vasudev Gohil Satwik Patnaik D. Kalathil Jeyavijayan Rajendran AAML 32 3 0 21 Feb 2024
Distributed Quantum Learning with co-Management in a Multi-tenant Quantum System Anthony DÓnofrio Amir Hossain Lesther Santana Naseem Machlovi S. Stein Jinwei Liu Ang Li Y. Mao 35 6 0 13 Dec 2023
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
AdvSV: An Over-the-Air Adversarial Attack Dataset for Speaker Verification Li Wang Jiaqi Li Yuhao Luo Jiahao Zheng Lei Wang Hao Li Ke Xu Chengfang Fang Jie Shi Zhizheng Wu AAML 26 3 0 09 Oct 2023
Privacy-preserving and Privacy-attacking Approaches for Speech and Audio -- A Survey Yuchen Liu Apu Kapadia Donald Williamson AAML 36 0 0 26 Sep 2023
SLMIA-SR: Speaker-Level Membership Inference Attacks against Speaker Recognition Systems Guangke Chen Yedi Zhang Fu Song 28 3 0 14 Sep 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
Compensating Removed Frequency Components: Thwarting Voice Spectrum Reduction Attacks Shu Wang Kun Sun Qi Li AAML 28 0 0 18 Aug 2023
Evading Black-box Classifiers Without Breaking Eggs Edoardo Debenedetti Nicholas Carlini Florian Tramèr MLAU AAML 30 7 0 05 Jun 2023
QFA2SR: Query-Free Adversarial Transfer Attacks to Speaker Recognition Systems Guangke Chen Yedi Zhang Zhe Zhao Fu Song AAML 33 11 0 23 May 2023
VSMask: Defending Against Voice Synthesis Attack via Real-Time Predictive Perturbation Yuanda Wang Hanqing Guo Guangjing Wang Bocheng Chen Qiben Yan AAML 25 17 0 09 May 2023
Towards the Universal Defense for Query-Based Audio Adversarial Attacks Feng Guo Zhengyi Sun Yuxuan Chen Lei Ju AAML 16 3 0 20 Apr 2023
Towards the Transferable Audio Adversarial Attack via Ensemble Methods Feng Guo Zhengyi Sun Yuxuan Chen Lei Ju AAML 25 2 0 18 Apr 2023
TransAudio: Towards the Transferable Adversarial Audio Attack via Learning Contextualized Perturbations Qin Gege YueFeng Chen Xiaofeng Mao Yao Zhu Binyuan Hui Xiaodan Li Rong Zhang Hui Xue AAML 13 7 0 28 Mar 2023
"Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice Giovanni Apruzzese Hyrum S. Anderson Savino Dambra D. Freeman Fabio Pierazzi Kevin A. Roundy AAML 31 75 0 29 Dec 2022
Improving transferability of 3D adversarial attacks with scale and shear transformations Jinali Zhang Yinpeng Dong Junyi Zhu Jihong Zhu Minchi Kuang Xiaming Yuan 3DPC 24 17 0 02 Nov 2022
V-Cloak: Intelligibility-, Naturalness- & Timbre-Preserving Real-Time Voice Anonymization Jiangyi Deng Fei Teng Yanjiao Chen Xiaofu Chen Zhaohui Wang Wenyuan Xu 13 11 0 27 Oct 2022
Multi-SpacePhish: Extending the Evasion-space of Adversarial Attacks against Phishing Website Detectors using Machine Learning Ying Yuan Giovanni Apruzzese Mauro Conti AAML 23 19 0 24 Oct 2022
Adversarial Attacks on ASR Systems: An Overview Xiao Zhang Hao Tan Xuan Huang Denghui Zhang Keke Tang Zhaoquan Gu AAML 14 3 0 03 Aug 2022
Perception-Aware Attack: Creating Adversarial Music via Reverse-Engineering Human Perception Rui Duan Zhe Qu Shangqing Zhao Leah Ding Yao-Hong Liu Zhuo Lu AAML 21 5 0 26 Jul 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 20 36 0 07 Jun 2022
Disappeared Command: Spoofing Attack On Automatic Speech Recognition Systems with Sound Masking Jinghui Xu Jifeng Zhu Yong-Liang Yang 13 1 0 19 Apr 2022
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
Recent Advances in Adversarial Training for Adversarial Robustness Tao Bai Jinqi Luo Jun Zhao B. Wen Qian Wang AAML 73 473 0 02 Feb 2021
Study of Pre-processing Defenses against Adversarial Attacks on State-of-the-art Speaker Recognition Systems Sonal Joshi Jesús Villalba Piotr Żelasko Laureano Moro Velázquez Najim Dehak AAML 32 31 0 22 Jan 2021
Instance adaptive adversarial training: Improved accuracy tradeoffs in neural nets Yogesh Balaji Tom Goldstein Judy Hoffman AAML 131 103 0 17 Oct 2019