Universal Adversarial Audio Perturbations

8 August 2019

Alessandro Lameiras Koerich

AAML

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Papers citing "Universal Adversarial Audio Perturbations"

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Title
Are Deep Speech Denoising Models Robust to Adversarial Noise? Will Schwarzer Philip S. Thomas Andrea Fanelli Xiaoyu Liu 52 0 0 14 Mar 2025
AudioFool: Fast, Universal and synchronization-free Cross-Domain Attack on Speech Recognition Mohamad Fakih R. Kanj Fadi J. Kurdahi M. Fouda AAML 16 0 0 20 Sep 2023
Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systems Michele Panariello W. Ge Hemlata Tak Massimiliano Todisco Nicholas W. D. Evans AAML 21 13 0 13 Jun 2023
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 19 7 0 17 Nov 2022
Transferability of Adversarial Attacks on Synthetic Speech Detection Jiacheng Deng Shunyi Chen Li Dong Diqun Yan Rangding Wang AAML 14 0 0 16 May 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 13 3 0 10 Mar 2022
Alexa versus Alexa: Controlling Smart Speakers by Self-Issuing Voice Commands Sergio Esposito D. Sgandurra G. Bella 18 14 0 17 Feb 2022
Beyond $L_p$ clipping: Equalization-based Psychoacoustic Attacks against ASRs H. Abdullah Muhammad Sajidur Rahman Christian Peeters Cassidy Gibson Washington Garcia Vincent Bindschaedler T. Shrimpton Patrick Traynor AAML 11 9 0 25 Oct 2021
A Tandem Framework Balancing Privacy and Security for Voice User Interfaces Ranya Aloufi Hamed Haddadi David E. Boyle 12 2 0 21 Jul 2021
Exploring Targeted Universal Adversarial Perturbations to End-to-end ASR Models Zhiyun Lu Wei Han Yu Zhang Liangliang Cao AAML 52 16 0 06 Apr 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 24 15 0 19 Mar 2021
Realizable Universal Adversarial Perturbations for Malware Raphael Labaca-Castro Luis Muñoz-González Feargus Pendlebury Gabi Dreo Rodosek Fabio Pierazzi Lorenzo Cavallaro AAML 13 5 0 12 Feb 2021
Cortical Features for Defense Against Adversarial Audio Attacks Ilya Kavalerov Frank Zheng W. Czaja Ramalingam Chellappa AAML 11 0 0 30 Jan 2021
Adversarial Turing Patterns from Cellular Automata Nurislam Tursynbek I. Vilkoviskiy Maria Sindeeva Ivan V. Oseledets AAML 12 4 0 18 Nov 2020
Audio Adversarial Examples for Robust Hybrid CTC/Attention Speech Recognition Ludwig Kurzinger Edgar Ricardo Chavez Rosas Lujun Li Tobias Watzel Gerhard Rigoll AAML 9 4 0 21 Jul 2020
SoK: The Faults in our ASRs: An Overview of Attacks against Automatic Speech Recognition and Speaker Identification Systems H. Abdullah Kevin Warren Vincent Bindschaedler Nicolas Papernot Patrick Traynor AAML 17 128 0 13 Jul 2020
Geometry-Inspired Top-k Adversarial Perturbations Nurislam Tursynbek Aleksandr Petiushko Ivan V. Oseledets AAML 12 10 0 28 Jun 2020
Universal Adversarial Perturbations: A Survey Ashutosh Chaubey Nikhil Agrawal Kavya Barnwal K. K. Guliani Pramod Mehta OOD AAML 21 46 0 16 May 2020
Enabling Fast and Universal Audio Adversarial Attack Using Generative Model Yi Xie Zhuohang Li Cong Shi Jian-Dong Liu Yingying Chen Bo Yuan AAML 8 66 0 26 Apr 2020
Blind Adversarial Network Perturbations Milad Nasr Alireza Bahramali Amir Houmansadr AAML 12 6 0 16 Feb 2020
On the human evaluation of audio adversarial examples Jon Vadillo Roberto Santana AAML 18 3 0 23 Jan 2020
Universal adversarial examples in speech command classification Jon Vadillo Roberto Santana AAML 27 29 0 22 Nov 2019
Simple iterative method for generating targeted universal adversarial perturbations Hokuto Hirano Kazuhiro Takemoto AAML 12 29 0 15 Nov 2019
Active Subspace of Neural Networks: Structural Analysis and Universal Attacks Chunfeng Cui Kaiqi Zhang Talgat Daulbaev Julia Gusak Ivan V. Oseledets Zheng-Wei Zhang AAML 14 25 0 29 Oct 2019
Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms K. M. Koerich M. Esmailpour Sajjad Abdoli A. Britto Alessandro Lameiras Koerich AAML 24 1 0 22 Oct 2019
Imperio: Robust Over-the-Air Adversarial Examples for Automatic Speech Recognition Systems Lea Schonherr Thorsten Eisenhofer Steffen Zeiler Thorsten Holz D. Kolossa AAML 33 63 0 05 Aug 2019
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Ye Jia Yu Zhang Ron J. Weiss Quan Wang Jonathan Shen ... Z. Chen Patrick Nguyen Ruoming Pang Ignacio López Moreno Yonghui Wu 204 819 0 12 Jun 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,830 0 08 Jul 2016