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AVTPnet: Convolutional Autoencoder for AVTP anomaly detection in Automotive Ethernet Networks

Jan 31, 2022
Natasha Alkhatib, Maria Mushtaq, Hadi Ghauch, Jean-Luc Danger

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SOME/IP Intrusion Detection using Deep Learning-based Sequential Models in Automotive Ethernet Networks

Aug 04, 2021
Natasha Alkhatib, Hadi Ghauch, Jean-Luc Danger

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Dual Optimization for Kolmogorov Model Learning Using Enhanced Gradient Descent

Jul 11, 2021
Qiyou Duan, Hadi Ghauch, Taejoon Kim

* Submitted to IEEE Transactions on Signal Processing 

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Enhanced Beam Alignment for Millimeter Wave MIMO Systems: A Kolmogorov Model

Jul 27, 2020
Qiyou Duan, Taejoon Kim, Hadi Ghauch

* Submitted to the 2020 IEEE Globecom 

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A Hybrid Model-based and Data-driven Approach to Spectrum Sharing in mmWave Cellular Networks

Mar 19, 2020
Hossein S. Ghadikolaei, Hadi Ghauch, Gabor Fodor, Mikael Skoglund, Carlo Fischione

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Learning Kolmogorov Models for Binary Random Variables

Jun 06, 2018
Hadi Ghauch, Mikael Skoglund, Hossein Shokri-Ghadikolaei, Carlo Fischione, Ali H. Sayed

* 9 pages, accecpted to ICML 2018: Workshop on Nonconvex Optimization 

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A Unified Framework for Training Neural Networks

May 23, 2018
Hadi Ghauch, Hossein Shokri-Ghadikolaei, Carlo Fischione, Mikael Skoglund

* 15 pages, submitted to NIPS 2018 

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Learning-Based Resource Allocation Scheme for TDD-Based CRAN System

Aug 29, 2016
Sahar Imtiaz, Hadi Ghauch, M. Mahboob Ur Rahman, George Koudouridis, James Gross

* 10 pages, 9 figures, accepted for publication in MSWiM 2016 

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