A Robust Approach for Securing Audio Classification Against Adversarial
Attacks

A Robust Approach for Securing Audio Classification Against Adversarial Attacks

24 April 2019

Mohammad Esmaeilpour

Alessandro Lameiras Koerich

Papers citing "A Robust Approach for Securing Audio Classification Against Adversarial Attacks"

14 / 14 papers shown

Title
Transferability of Adversarial Attacks on Synthetic Speech Detection Yueyun Shang Shunyi Chen Li Dong Diqun Yan Rangding Wang AAML 24 0 0 16 May 2022
Adversarial Attacks on Speech Recognition Systems for Mission-Critical Applications: A Survey Ngoc Dung Huynh Mohamed Reda Bouadjenek Imran Razzak Kevin Lee Chetan Arora Ali Hassani A. Zaslavsky AAML 34 6 0 22 Feb 2022
Cyclic Defense GAN Against Speech Adversarial Attacks Mohammad Esmaeilpour P. Cardinal Alessandro Lameiras Koerich AAML 27 7 0 26 Mar 2021
Class-Conditional Defense GAN Against End-to-End Speech Attacks Mohammad Esmaeilpour P. Cardinal Alessandro Lameiras Koerich AAML 21 14 0 22 Oct 2020
Defending Distributed Classifiers Against Data Poisoning Attacks Sandamal Weerasinghe T. Alpcan S. Erfani C. Leckie AAML 18 3 0 21 Aug 2020
From Sound Representation to Model Robustness Mohamad Esmaeilpour P. Cardinal Alessandro Lameiras Koerich AAML 20 6 0 27 Jul 2020
Detection of Adversarial Attacks and Characterization of Adversarial Subspace Mohammad Esmaeilpour P. Cardinal Alessandro Lameiras Koerich AAML 27 17 0 26 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 35 1 0 22 Oct 2019
Adversarial Example Detection by Classification for Deep Speech Recognition Saeid Samizade Zheng-Hua Tan Chao Shen X. Guan AAML 18 35 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 54 63 0 05 Aug 2019
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network Sajjad Abdoli P. Cardinal Alessandro Lameiras Koerich 42 270 0 18 Apr 2019
Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network Mohammad Esmaeilpour P. Cardinal Alessandro Lameiras Koerich 35 43 0 08 Apr 2019
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 326 5,847 0 08 Jul 2016
Audio Classification from Time-Frequency Texture Guoshen Yu Jean-Jacques E. Slotine 86 92 0 25 Sep 2008