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WaveGuard: Understanding and Mitigating Audio Adversarial Examples


Mar 04, 2021
Shehzeen Hussain, Paarth Neekhara, Shlomo Dubnov, Julian McAuley, Farinaz Koushanfar

* Published as a conference paper at Usenix Security 2021 

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Cross-modal Adversarial Reprogramming


Feb 15, 2021
Paarth Neekhara, Shehzeen Hussain, Jinglong Du, Shlomo Dubnov, Farinaz Koushanfar, Julian McAuley

* 12 pages, 3 figures 

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Expressive Neural Voice Cloning


Jan 30, 2021
Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar, Julian McAuley

* 12 pages, 2 figures, 2 tables 

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Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples


Mar 14, 2020
Paarth Neekhara, Shehzeen Hussain, Malhar Jere, Farinaz Koushanfar, Julian McAuley

* 10 pages, 4 figures 

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FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA


Feb 09, 2020
Shehzeen Hussain, Mojan Javaheripi, Paarth Neekhara, Ryan Kastner, Farinaz Koushanfar

* @inproceedings {1143,booktitle = {IEEE/ACM 2019 International Conference On Computer Aided Design (ICCAD)},year = {2019},month = {November}} 
* Published as a conference paper at ICCAD 2019 

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Universal Adversarial Perturbations for Speech Recognition Systems


May 09, 2019
Paarth Neekhara, Shehzeen Hussain, Prakhar Pandey, Shlomo Dubnov, Julian McAuley, Farinaz Koushanfar

* 5 Pages, 3 figures 

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Adversarial Reprogramming of Sequence Classification Neural Networks


Sep 07, 2018
Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar

* 10 pages, 5 figures, 2 tables 

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