EmoAttack: Utilizing Emotional Voice Conversion for Speech Backdoor
Attacks on Deep Speech Classification Models

EmoAttack: Utilizing Emotional Voice Conversion for Speech Backdoor Attacks on Deep Speech Classification Models

28 August 2024

Zedong XingXiarun Chen

Papers citing "EmoAttack: Utilizing Emotional Voice Conversion for Speech Backdoor Attacks on Deep Speech Classification Models"

14 / 14 papers shown

Title
SER Evals: In-domain and Out-of-domain Benchmarking for Speech Emotion Recognition Mohamed Osman Daniel Z. Kaplan Tamer Nadeem 53 2 0 14 Aug 2024
Fake the Real: Backdoor Attack on Deep Speech Classification via Voice Conversion Zhe Ye Terui Mao Li Dong Diqun Yan AAML 49 8 0 28 Jun 2023
Going In Style: Audio Backdoors Through Stylistic Transformations Stefanos Koffas Luca Pajola S. Picek Mauro Conti 73 24 0 06 Nov 2022
Can You Hear It? Backdoor Attacks via Ultrasonic Triggers Stefanos Koffas Jing Xu Mauro Conti S. Picek AAML 39 69 0 30 Jul 2021
Emotional Voice Conversion: Theory, Databases and ESD Kun Zhou Berrak Sisman Rui Liu Haizhou Li 92 175 0 31 May 2021
Keyword Transformer: A Self-Attention Model for Keyword Spotting Axel Berg Mark O'Connor M. T. Cruz 56 135 0 01 Apr 2021
Backdoor Attack against Speaker Verification Tongqing Zhai Yiming Li Zi-Mou Zhang Baoyuan Wu Yong Jiang Shutao Xia AAML 71 102 0 22 Oct 2020
Backdoor Learning: A Survey Yiming Li Yong Jiang Zhifeng Li Shutao Xia AAML 89 599 0 17 Jul 2020
Blind Backdoors in Deep Learning Models Eugene Bagdasaryan Vitaly Shmatikov AAML FedML SILM 81 303 0 08 May 2020
Speaker Recognition from Raw Waveform with SincNet Mirco Ravanelli Yoshua Bengio 140 712 0 29 Jul 2018
BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain Tianyu Gu Brendan Dolan-Gavitt S. Garg SILM 96 1,770 0 22 Aug 2017
VoxCeleb: a large-scale speaker identification dataset Arsha Nagrani Joon Son Chung Andrew Zisserman 117 2,273 0 26 Jun 2017
A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction Yao Qin Dongjin Song Haifeng Chen Wei Cheng Guofei Jiang G. Cottrell AI4TS 160 1,231 0 07 Apr 2017
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.5K 100,213 0 04 Sep 2014