WaveGuard: Understanding and Mitigating Audio Adversarial Examples

4 March 2021

Shehzeen Samarah Hussain

Shlomo Dubnov

Papers citing "WaveGuard: Understanding and Mitigating Audio Adversarial Examples"

34 / 34 papers shown

Title
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
Are Deep Speech Denoising Models Robust to Adversarial Noise? Will Schwarzer Philip S. Thomas Andrea Fanelli Xiaoyu Liu 54 0 0 14 Mar 2025
Transferable Adversarial Attacks against ASR Xiaoxue Gao Zexin Li Yiming Chen Cong Liu Yiming Li AAML 36 1 0 14 Nov 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 46 2 0 15 May 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
$Is Certifying $\ell_p$ Robustness Still Worthwhile?$ Is Certifying $\ell_p$ Robustness Still Worthwhile? Ravi Mangal Klas Leino Zifan Wang Kai Hu Weicheng Yu Corina S. Pasareanu Anupam Datta Matt Fredrikson AAML OOD 33 1 0 13 Oct 2023
Intrinsic Biologically Plausible Adversarial Robustness Matilde Tristany Farinha Thomas Ortner Giorgia Dellaferrera Benjamin Grewe A. Pantazi AAML 41 1 0 29 Sep 2023
Privacy-preserving and Privacy-attacking Approaches for Speech and Audio -- A Survey Yuchen Liu Apu Kapadia Donald Williamson AAML 41 0 0 26 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
Compensating Removed Frequency Components: Thwarting Voice Spectrum Reduction Attacks Shu Wang Kun Sun Qi Li AAML 28 0 0 18 Aug 2023
Inaudible Adversarial Perturbation: Manipulating the Recognition of User Speech in Real Time Xinfeng Li Chen Yan Xuancun Lu Zihan Zeng Xiaoyu Ji Wenyuan Xu AAML 40 7 0 02 Aug 2023
VSMask: Defending Against Voice Synthesis Attack via Real-Time Predictive Perturbation Yuanda Wang Hanqing Guo Guangjing Wang Bocheng Chen Qiben Yan AAML 27 17 0 09 May 2023
Improving Robustness Against Adversarial Attacks with Deeply Quantized Neural Networks Ferheen Ayaz Idris Zakariyya José Cano S. Keoh Jeremy Singer D. Pau Mounia Kharbouche-Harrari 19 5 0 25 Apr 2023
Towards the Universal Defense for Query-Based Audio Adversarial Attacks Feng Guo Zhengyi Sun Yuxuan Chen Lei Ju AAML 24 3 0 20 Apr 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
Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks Jialai Wang Ziyuan Zhang Meiqi Wang Han Qiu Tianwei Zhang Qi Li Zongpeng Li Tao Wei Chao Zhang AAML 22 20 0 27 Feb 2023
RobustPdM: Designing Robust Predictive Maintenance against Adversarial Attacks Ayesha Siddique Ripan Kumar Kundu Gautam Raj Mode K. A. Hoque AAML 20 1 0 25 Jan 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
A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness Tiantian Feng Rajat Hebbar Nicholas Mehlman Xuan Shi Aditya Kommineni and Shrikanth Narayanan 43 31 0 18 Dec 2022
Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning Brian Testa Yi Xiao Harshit Sharma Avery Gump Asif Salekin AAML 27 7 0 17 Nov 2022
Privacy-Utility Balanced Voice De-Identification Using Adversarial Examples Meng Chen Liwang Lu Jiadi Yu Ying Chen Zhongjie Ba Feng Lin Kui Ren AAML 14 1 0 10 Nov 2022
Universal Fourier Attack for Time Series Elizabeth Coda B. Clymer Chance N. DeSmet Y. Watkins Michael Girard 28 1 0 02 Sep 2022
A Tale of Two Models: Constructing Evasive Attacks on Edge Models Wei Hao Aahil Awatramani Jia-Bin Hu Chengzhi Mao Pin-Chun Chen Eyal Cidon Asaf Cidon Junfeng Yang AAML 32 4 0 22 Apr 2022
Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning Nilaksh Das Duen Horng Chau AAML 34 0 0 05 Apr 2022
Mel Frequency Spectral Domain Defenses against Adversarial Attacks on Speech Recognition Systems Nicholas Mehlman Anirudh Sreeram Raghuveer Peri Shrikanth Narayanan AAML 17 4 0 29 Mar 2022
RoVISQ: Reduction of Video Service Quality via Adversarial Attacks on Deep Learning-based Video Compression Jung-Woo Chang Mojan Javaheripi Seira Hidano F. Koushanfar 34 8 0 18 Mar 2022
Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems H. Abdullah Aditya Karlekar S. Prasad Muhammad Sajidur Rahman Logan Blue L. A. Bauer Vincent Bindschaedler Patrick Traynor AAML 21 3 0 10 Mar 2022
SoK: On the Semantic AI Security in Autonomous Driving Junjie Shen Ningfei Wang Ziwen Wan Yunpeng Luo Takami Sato ... Zhenyu Zhong Kang Li Ziming Zhao Chunming Qiao Qi Alfred Chen AAML 20 39 0 10 Mar 2022
aaeCAPTCHA: The Design and Implementation of Audio Adversarial CAPTCHA Md. Imran Hossen X. Hei 31 4 0 05 Mar 2022
Robustifying automatic speech recognition by extracting slowly varying features Matías P. Pizarro D. Kolossa Asja Fischer AAML 25 2 0 14 Dec 2021
Catch Me If You Can: Blackbox Adversarial Attacks on Automatic Speech Recognition using Frequency Masking Xiao-lan Wu A. Rajan AAML 16 4 0 03 Dec 2021
On the Exploitability of Audio Machine Learning Pipelines to Surreptitious Adversarial Examples Adelin Travers Lorna Licollari Guanghan Wang Varun Chandrasekaran Adam Dziedzic David Lie Nicolas Papernot AAML 28 3 0 03 Aug 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
Cross-modal Adversarial Reprogramming Paarth Neekhara Shehzeen Samarah Hussain Jinglong Du Shlomo Dubnov F. Koushanfar Julian McAuley 11 35 0 15 Feb 2021