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Trojan Signatures in DNN Weights


Sep 07, 2021
Greg Fields, Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar, Tara Javidi

* 8 pages, 13 figures 

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CLEANN: Accelerated Trojan Shield for Embedded Neural Networks


Sep 04, 2020
Mojan Javaheripi, Mohammad Samragh, Gregory Fields, Tara Javidi, Farinaz Koushanfar


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GeneCAI: Genetic Evolution for Acquiring Compact AI


Apr 14, 2020
Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar


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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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ASCAI: Adaptive Sampling for acquiring Compact AI


Nov 15, 2019
Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar


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SWNet: Small-World Neural Networks and Rapid Convergence


Apr 09, 2019
Mojan Javaheripi, Bita Darvish Rouhani, Farinaz Koushanfar


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CodeX: Bit-Flexible Encoding for Streaming-based FPGA Acceleration of DNNs


Jan 17, 2019
Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar


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DeepFense: Online Accelerated Defense Against Adversarial Deep Learning


Aug 21, 2018
Bita Darvish Rouhani, Mohammad Samragh, Mojan Javaheripi, Tara Javidi, Farinaz Koushanfar

* Adding hardware acceleration for real-time execution of defender modules 

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