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2103.03344
Cited By
WaveGuard: Understanding and Mitigating Audio Adversarial Examples
USENIX Security Symposium (USENIX Security), 2021
4 March 2021
Shehzeen Samarah Hussain
Paarth Neekhara
Shlomo Dubnov
Julian McAuley
F. Koushanfar
AAML
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Papers citing
"WaveGuard: Understanding and Mitigating Audio Adversarial Examples"
36 / 36 papers shown
E2E-VGuard: Adversarial Prevention for Production LLM-based End-To-End Speech Synthesis
Zhisheng Zhang
Derui Wang
Yifan Mi
Zhiyong Wu
Jie Gao
Yuxin Cao
Kai Ye
Minhui Xue
Jie Hao
AAML
243
0
0
10 Nov 2025
ClearMask: Noise-Free and Naturalness-Preserving Protection Against Voice Deepfake Attacks
ACM Asia Conference on Computer and Communications Security (AsiaCCS), 2025
Yuanda Wang
Bocheng Chen
Hanqing Guo
Guangjing Wang
Weikang Ding
Qiben Yan
AAML
169
0
0
25 Aug 2025
Adversarial Attacks in Multimodal Systems: A Practitioner's Survey
Annual International Computer Software and Applications Conference (COMPSAC), 2025
Shashank Kapoor
Sanjay Surendranath Girija
Lakshit Arora
Dipen Pradhan
Ankit Shetgaonkar
Aman Raj
AAML
605
2
0
06 May 2025
Are Deep Speech Denoising Models Robust to Adversarial Noise?
Will Schwarzer
Philip S. Thomas
Andrea Fanelli
Xiaoyu Liu
Xiaoyu Liu
263
0
0
14 Mar 2025
Transferable Adversarial Attacks against ASR
IEEE Signal Processing Letters (SPL), 2024
Xiaoxue Gao
Zexin Li
Yiming Chen
Cong Liu
Haoyang Li
AAML
373
4
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
327
5
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
272
9
0
10 Dec 2023
Is Certifying
ℓ
p
\ell_p
ℓ
p
Robustness Still Worthwhile?
Ravi Mangal
Klas Leino
Zifan Wang
Kai Hu
Weicheng Yu
Corina S. Pasareanu
Anupam Datta
Matt Fredrikson
AAML
OOD
307
1
0
13 Oct 2023
Intrinsic Biologically Plausible Adversarial Robustness
Matilde Tristany Farinha
Thomas Ortner
Giorgia Dellaferrera
Benjamin Grewe
A. Pantazi
AAML
550
0
0
29 Sep 2023
Privacy-preserving and Privacy-attacking Approaches for Speech and Audio -- A Survey
Yuchen Liu
Apu Kapadia
Donald Williamson
AAML
335
3
0
26 Sep 2023
MASTERKEY: Practical Backdoor Attack Against Speaker Verification Systems
ACM/IEEE International Conference on Mobile Computing and Networking (MobiCom), 2023
Hanqing Guo
Hang Zhang
Junfeng Guo
Li Xiao
Qiben Yan
302
18
0
13 Sep 2023
Compensating Removed Frequency Components: Thwarting Voice Spectrum Reduction Attacks
Network and Distributed System Security Symposium (NDSS), 2023
Shu Wang
Kun Sun
Qi Li
AAML
217
1
0
18 Aug 2023
Inaudible Adversarial Perturbation: Manipulating the Recognition of User Speech in Real Time
Network and Distributed System Security Symposium (NDSS), 2023
Xinfeng Li
Chen Yan
Xuancun Lu
Zihan Zeng
Xiaoyu Ji
Wei Dong
AAML
296
17
0
02 Aug 2023
VSMask: Defending Against Voice Synthesis Attack via Real-Time Predictive Perturbation
Wireless Network Security (WiSec), 2023
Yuanda Wang
Hanqing Guo
Guangjing Wang
Bocheng Chen
Qiben Yan
AAML
241
25
0
09 May 2023
Improving Robustness Against Adversarial Attacks with Deeply Quantized Neural Networks
IEEE International Joint Conference on Neural Network (IJCNN), 2023
Ferheen Ayaz
Idris Zakariyya
José Cano
S. Keoh
Jeremy Singer
D. Pau
Mounia Kharbouche-Harrari
228
7
0
25 Apr 2023
Towards the Universal Defense for Query-Based Audio Adversarial Attacks
Feng Guo
Zhengyi Sun
Yuxuan Chen
Lei Ju
AAML
278
5
0
20 Apr 2023
Security and Privacy Problems in Voice Assistant Applications: A Survey
Computers & security (Comput. Secur.), 2023
Jingjin Li
Chao Chen
Lei Pan
M. R. Azghadi
Hossein Ghodosi
Jinchao Zhang
311
44
0
19 Apr 2023
Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks
USENIX Security Symposium (USENIX Security), 2023
Jialai Wang
Ziyuan Zhang
Meiqi Wang
Han Qiu
Tianwei Zhang
Qi Li
Zongpeng Li
Tao Wei
Chao Zhang
AAML
295
46
0
27 Feb 2023
RobustPdM: Designing Robust Predictive Maintenance against Adversarial Attacks
Ayesha Siddique
Ripan Kumar Kundu
Gautam Raj Mode
K. A. Hoque
AAML
233
3
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
425
116
0
29 Dec 2022
A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness
APSIPA Transactions on Signal and Information Processing (TASIP), 2022
Tiantian Feng
Rajat Hebbar
Nicholas Mehlman
Xuan Shi
Aditya Kommineni
and Shrikanth Narayanan
328
39
0
18 Dec 2022
Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2022
Brian Testa
Yi Xiao
Harshit Sharma
Avery Gump
Asif Salekin
AAML
344
13
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
235
2
0
10 Nov 2022
Universal Fourier Attack for Time Series
IEEE Open Journal of Signal Processing (JOSP), 2022
Elizabeth Coda
B. Clymer
Chance N. DeSmet
Y. Watkins
Michael Girard
207
1
0
02 Sep 2022
A Tale of Two Models: Constructing Evasive Attacks on Edge Models
Conference on Machine Learning and Systems (MLSys), 2022
Wei Hao
Aahil Awatramani
Jia-Bin Hu
Chengzhi Mao
Pin-Chun Chen
Eyal Cidon
Asaf Cidon
Junfeng Yang
AAML
303
6
0
22 Apr 2022
Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning
Interspeech (Interspeech), 2022
Nilaksh Das
Duen Horng Chau
AAML
177
0
0
05 Apr 2022
Mel Frequency Spectral Domain Defenses against Adversarial Attacks on Speech Recognition Systems
JASA Express Letters (JE), 2022
Nicholas Mehlman
Anirudh Sreeram
Raghuveer Peri
Shrikanth Narayanan
AAML
332
6
0
29 Mar 2022
RoVISQ: Reduction of Video Service Quality via Adversarial Attacks on Deep Learning-based Video Compression
Network and Distributed System Security Symposium (NDSS), 2022
Jung-Woo Chang
Mojan Javaheripi
Seira Hidano
F. Koushanfar
343
11
0
18 Mar 2022
Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems
Network and Distributed System Security Symposium (NDSS), 2022
H. Abdullah
Aditya Karlekar
S. Prasad
Muhammad Sajidur Rahman
Logan Blue
L. A. Bauer
Vincent Bindschaedler
Patrick Traynor
AAML
221
4
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
323
50
0
10 Mar 2022
aaeCAPTCHA: The Design and Implementation of Audio Adversarial CAPTCHA
European Symposium on Security and Privacy (Euro S&P), 2022
Md. Imran Hossen
X. Hei
196
10
0
05 Mar 2022
Robustifying automatic speech recognition by extracting slowly varying features
Matías P. Pizarro
D. Kolossa
Asja Fischer
AAML
301
4
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
332
7
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
276
3
0
03 Aug 2021
SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems
ACM Transactions on Privacy and Security (ACM TOPS), 2021
Yuxuan Chen
Jiangshan Zhang
Xuejing Yuan
Shengzhi Zhang
Kai Chen
Luyi Xing
Shanqing Guo
AAML
322
20
0
19 Mar 2021
Cross-modal Adversarial Reprogramming
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Paarth Neekhara
Shehzeen Samarah Hussain
Jinglong Du
Shlomo Dubnov
F. Koushanfar
Julian McAuley
305
39
0
15 Feb 2021
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