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Picture for Hossein Hosseini

Unsupervised Information Obfuscation for Split Inference of Neural Networks


Apr 23, 2021
Mohammad Samragh, Hossein Hosseini, Aleksei Triastcyn, Kambiz Azarian, Joseph Soriaga, Farinaz Koushanfar


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Federated Learning of User Verification Models Without Sharing Embeddings


Apr 18, 2021
Hossein Hosseini, Hyunsin Park, Sungrack Yun, Christos Louizos, Joseph Soriaga, Max Welling


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Federated Learning of User Authentication Models


Jul 09, 2020
Hossein Hosseini, Sungrack Yun, Hyunsin Park, Christos Louizos, Joseph Soriaga, Max Welling


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Are Odds Really Odd? Bypassing Statistical Detection of Adversarial Examples


Jul 28, 2019
Hossein Hosseini, Sreeram Kannan, Radha Poovendran


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Dropping Pixels for Adversarial Robustness


May 01, 2019
Hossein Hosseini, Sreeram Kannan, Radha Poovendran


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Assessing Shape Bias Property of Convolutional Neural Networks


Mar 21, 2018
Hossein Hosseini, Baicen Xiao, Mayoore Jaiswal, Radha Poovendran


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Semantic Adversarial Examples


Mar 16, 2018
Hossein Hosseini, Radha Poovendran


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Attacking Automatic Video Analysis Algorithms: A Case Study of Google Cloud Video Intelligence API


Aug 14, 2017
Hossein Hosseini, Baicen Xiao, Andrew Clark, Radha Poovendran


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On the Limitation of Convolutional Neural Networks in Recognizing Negative Images


Aug 07, 2017
Hossein Hosseini, Baicen Xiao, Mayoore Jaiswal, Radha Poovendran


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Deceiving Google's Cloud Video Intelligence API Built for Summarizing Videos


Mar 31, 2017
Hossein Hosseini, Baicen Xiao, Radha Poovendran


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Blocking Transferability of Adversarial Examples in Black-Box Learning Systems


Mar 13, 2017
Hossein Hosseini, Yize Chen, Sreeram Kannan, Baosen Zhang, Radha Poovendran


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Deceiving Google's Perspective API Built for Detecting Toxic Comments


Feb 27, 2017
Hossein Hosseini, Sreeram Kannan, Baosen Zhang, Radha Poovendran

* 4 pages 

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Image Block Loss Restoration Using Sparsity Pattern as Side Information


Aug 27, 2016
Hossein Hosseini, Ali Goli, Neda Barzegar Marvasti, Masoume Azghani, Farokh Marvasti


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Learning Temporal Dependence from Time-Series Data with Latent Variables


Aug 27, 2016
Hossein Hosseini, Sreeram Kannan, Baosen Zhang, Radha Poovendran


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Real-Time Impulse Noise Suppression from Images Using an Efficient Weighted-Average Filtering


Jul 10, 2014
Hossein Hosseini, Farzad Hessar, Farokh Marvasti


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