Shuji Ohira

Rec-CNN: In-vehicle networks intrusion detection using convolutional neural networks trained on recurrence plots

Araya Kibrom Desta, Shuji Ohira, Ismail Arai et al. · Vehicular Communications · 2022 · 94 citations

Convolutional Neural Network, Anomaly Detection, Intrusion Detection System +3

ID Sequence Analysis for Intrusion Detection in the CAN bus using Long Short Term Memory Networks

Araya Kibrom Desta, Shuji Ohira, Ismail Arai et al. · 2020 · 35 citations · Full text

Anomaly Detection, Machine Learning, Engineering +16

Normal and Malicious Sliding Windows Similarity Analysis Method for Fast and Accurate IDS Against DoS Attacks on In-Vehicle Networks

Shuji Ohira, Araya Kibrom Desta, Ismail Arai et al. · IEEE Access · 2020 · 28 citations · Full text

Engineering, Information Security, Network Analysis +21

MLIDS: Handling Raw High-Dimensional CAN Bus Data Using Long Short-Term Memory Networks for Intrusion Detection in In-Vehicle Networks

Araya Kibrom Desta, Shuji Ohira, Ismail Arai et al. · 2020 · 17 citations · Full text

Vehicle Communication, Internet Of Vehicle, Anomaly Detection +18

PLI-TDC: Super Fine Delay-Time Based Physical-Layer Identification with Time-to-Digital Converter for In-Vehicle Networks

Shuji Ohira, Araya Kibrom Desta, Ismail Arai et al. · 2021 · 11 citations · Full text

Time-sensitive Networking, Engineering, Information Security +21