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10/17/2022
CAN-BERT do it? Controller Area Network Intrusion Detection System based on BERT Language Model
Due to the rising number of sophisticated customer functionalities, elec...
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01/31/2022
AVTPnet: Convolutional Autoencoder for AVTP anomaly detection in Automotive Ethernet Networks
Network Intrusion Detection Systems are well considered as efficient too...
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08/04/2021
SOME/IP Intrusion Detection using Deep Learning-based Sequential Models in Automotive Ethernet Networks
Intrusion Detection Systems are widely used to detect cyberattacks, espe...
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07/11/2021
Dual Optimization for Kolmogorov Model Learning Using Enhanced Gradient Descent
Data representation techniques have made a substantial contribution to a...
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07/27/2020
Enhanced Beam Alignment for Millimeter Wave MIMO Systems: A Kolmogorov Model
We present an enhancement to the problem of beam alignment in millimeter...
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03/19/2020
A Hybrid Model-based and Data-driven Approach to Spectrum Sharing in mmWave Cellular Networks
Inter-operator spectrum sharing in millimeter-wave bands has the potenti...
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03/05/2019
Multi-tone Signal Optimization for Wireless Power Transfer in the Presence of Wireless Communication Links
In this paper, we study optimization of multi-tone signals for wireless ...
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06/06/2018
Learning Kolmogorov Models for Binary Random Variables
We summarize our recent findings, where we proposed a framework for lear...
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05/23/2018
A Unified Framework for Training Neural Networks
The lack of mathematical tractability of Deep Neural Networks (DNNs) has...
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02/28/2018
Low-Overhead Coordination in Sub-28 Millimeter-Wave Networks
In this paper, we present some contributions from our recent investigati...
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02/12/2018