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PhysioGAN: Training High Fidelity Generative Model for Physiological Sensor Readings


Apr 25, 2022
Moustafa Alzantot, Luis Garcia, Mani Srivastava


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Mondegreen: A Post-Processing Solution to Speech Recognition Error Correction for Voice Search Queries


May 20, 2021
Sukhdeep S. Sodhi, Ellie Ka-In Chio, Ambarish Jash, Santiago Ontañón, Ajit Apte, Ankit Kumar, Ayooluwakunmi Jeje, Dima Kuzmin, Harry Fung, Heng-Tze Cheng, Jon Effrat, Tarush Bali, Nitin Jindal, Pei Cao, Sarvjeet Singh, Senqiang Zhou, Tameen Khan, Amol Wankhede, Moustafa Alzantot, Allen Wu, Tushar Chandra

* Accepted in KDD 2021 

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NeuronInspect: Detecting Backdoors in Neural Networks via Output Explanations


Nov 18, 2019
Xijie Huang, Moustafa Alzantot, Mani Srivastava

* 8 pages, 13 figures 

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NeuroMask: Explaining Predictions of Deep Neural Networks through Mask Learning


Aug 05, 2019
Moustafa Alzantot, Amy Widdicombe, Simon Julier, Mani Srivastava

* Published in the DAIS 2019 - Workshop on Distributed Analytics InfraStructure and Algorithms for Multi-Organization Federations 

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Deep Residual Neural Networks for Audio Spoofing Detection


Jun 30, 2019
Moustafa Alzantot, Ziqi Wang, Mani B. Srivastava

* Accepted in InterSpeech 2019 

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CAAD 2018: Generating Transferable Adversarial Examples


Sep 29, 2018
Yash Sharma, Tien-Dung Le, Moustafa Alzantot

* 1st place attack solutions and 3rd place defense in CAAD 2018 Competition 

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Generating Natural Language Adversarial Examples


Sep 24, 2018
Moustafa Alzantot, Yash Sharma, Ahmed Elgohary, Bo-Jhang Ho, Mani Srivastava, Kai-Wei Chang

* Accepted in EMNLP 2018 (Conference on Empirical Methods in Natural Language Processing) 

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GenAttack: Practical Black-box Attacks with Gradient-Free Optimization


May 28, 2018
Moustafa Alzantot, Yash Sharma, Supriyo Chakraborty, Mani Srivastava


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Did you hear that? Adversarial Examples Against Automatic Speech Recognition


Jan 02, 2018
Moustafa Alzantot, Bharathan Balaji, Mani Srivastava

* Published in NIPS 2017 Machine Deception workshop 

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SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation


Jan 31, 2017
Moustafa Alzantot, Supriyo Chakraborty, Mani B. Srivastava


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