Universal Adversarial Perturbations for Speech Recognition Systems

9 May 2019

Paarth Neekhara

Shehzeen Samarah Hussain

Shlomo Dubnov

Papers citing "Universal Adversarial Perturbations for Speech Recognition Systems"

22 / 22 papers shown

Title
Muting Whisper: A Universal Acoustic Adversarial Attack on Speech Foundation Models Vyas Raina Rao Ma Charles G McGhee Kate Knill Mark Gales AAML 39 5 0 09 May 2024
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective Baoyuan Wu Zihao Zhu Li Liu Qingshan Liu Zhaofeng He Siwei Lyu AAML 46 21 0 19 Feb 2023
Phonemic Adversarial Attack against Audio Recognition in Real World Jiakai Wang Zhendong Chen Zixin Yin Qinghong Yang Xianglong Liu AAML 40 3 0 19 Nov 2022
Universal Adversarial Directions Ching Lam Choi Farzan Farnia AAML 14 0 0 28 Oct 2022
Dictionary Attacks on Speaker Verification Mirko Marras Pawel Korus Anubhav Jain N. Memon AAML 34 9 0 24 Apr 2022
aaeCAPTCHA: The Design and Implementation of Audio Adversarial CAPTCHA Md. Imran Hossen X. Hei 31 4 0 05 Mar 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 39 15 0 19 Mar 2021
WaveGuard: Understanding and Mitigating Audio Adversarial Examples Shehzeen Samarah Hussain Paarth Neekhara Shlomo Dubnov Julian McAuley F. Koushanfar AAML 33 71 0 04 Mar 2021
A Survey On Universal Adversarial Attack Chaoning Zhang Philipp Benz Chenguo Lin Adil Karjauv Jing Wu In So Kweon AAML 25 90 0 02 Mar 2021
Adversarial Threats to DeepFake Detection: A Practical Perspective Paarth Neekhara Brian Dolhansky Joanna Bitton Cristian Canton Ferrer AAML 13 79 0 19 Nov 2020
Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review Yansong Gao Bao Gia Doan Zhi-Li Zhang Siqi Ma Jiliang Zhang Anmin Fu Surya Nepal Hyoungshick Kim AAML 36 221 0 21 Jul 2020
Universal Adversarial Perturbations: A Survey Ashutosh Chaubey Nikhil Agrawal Kavya Barnwal K. K. Guliani Pramod Mehta OOD AAML 42 46 0 16 May 2020
Weight Poisoning Attacks on Pre-trained Models Keita Kurita Paul Michel Graham Neubig AAML SILM 43 434 0 14 Apr 2020
Universal Adversarial Perturbations Generative Network for Speaker Recognition Jiguo Li Xinfeng Zhang Chuanmin Jia Jizheng Xu Li Zhang Y. Wang Siwei Ma Wen Gao AAML 28 45 0 07 Apr 2020
Real-time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems Yi Xie Cong Shi Zhuohang Li Jian-Dong Liu Yingying Chen Bo Yuan AAML 86 95 0 04 Mar 2020
On the human evaluation of audio adversarial examples Jon Vadillo Roberto Santana AAML 33 3 0 23 Jan 2020
Universal adversarial examples in speech command classification Jon Vadillo Roberto Santana AAML 34 29 0 22 Nov 2019
Active Subspace of Neural Networks: Structural Analysis and Universal Attacks Chunfeng Cui Kaiqi Zhang Talgat Daulbaev Julia Gusak Ivan Oseledets Zheng-Wei Zhang AAML 32 25 0 29 Oct 2019
Universal Adversarial Audio Perturbations Sajjad Abdoli L. G. Hafemann Jérôme Rony Ismail Ben Ayed P. Cardinal Alessandro Lameiras Koerich AAML 25 51 0 08 Aug 2019
Imperio: Robust Over-the-Air Adversarial Examples for Automatic Speech Recognition Systems Lea Schonherr Thorsten Eisenhofer Steffen Zeiler Thorsten Holz D. Kolossa AAML 54 63 0 05 Aug 2019
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 298 3,113 0 04 Nov 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 326 5,847 0 08 Jul 2016