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2020 – today
- 2023
[c6]Shuji Ohira
, Araya Kibrom Desta, Ismail Arai, Kazutoshi Fujikawa:
IVNPROTECT: Isolable and Traceable Lightweight CAN-Bus Kernel-Level Protection for Securing in-Vehicle Communication. ICISSP 2023: 17-28- 2022
- [j3]Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa:
Rec-CNN: In-vehicle networks intrusion detection using convolutional neural networks trained on recurrence plots. Veh. Commun. 35: 100470 (2022) - [c5]Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa:
U-CAN: A Convolutional Neural Network Based Intrusion Detection for Controller Area Networks. COMPSAC 2022: 1481-1488 - 2021
- [c4]Shuji Ohira, Araya Kibrom Desta, Ismail Arai, Kazutoshi Fujikawa:
PLI-TDC: Super Fine Delay-Time Based Physical-Layer Identification with Time-to-Digital Converter for In-Vehicle Networks. AsiaCCS 2021: 176-186 - 2020
- [j2]Shuji Ohira, Araya Kibrom Desta, Ismail Arai, Hiroyuki Inoue, Kazutoshi Fujikawa:
Normal and Malicious Sliding Windows Similarity Analysis Method for Fast and Accurate IDS Against DoS Attacks on In-Vehicle Networks. IEEE Access 8: 42422-42435 (2020) - [j1]Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa:
Long Short-Term Memory Networks for In-Vehicle Networks Intrusion Detection Using Reverse Engineered Automotive Packets. J. Inf. Process. 28: 611-622 (2020) - [c3]Shuji Ohira, Araya Kibrom Desta, Tomoya Kitagawa, Ismail Arai, Kazutoshi Fujikawa:
Divider: Delay-Time Based Sender Identification in Automotive Networks. COMPSAC 2020: 1490-1497 - [c2]Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa:
MLIDS: Handling Raw High-Dimensional CAN Bus Data Using Long Short-Term Memory Networks for Intrusion Detection in In-Vehicle Networks. ITNAC 2020: 1-7 - [c1]Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa:
ID Sequence Analysis for Intrusion Detection in the CAN bus using Long Short Term Memory Networks. PerCom Workshops 2020: 1-6 - [i1]Shuji Ohira, Araya Kibrom Desta, Tomoya Kitagawa, Ismail Arai, Kazutoshi Fujikawa:
Divider: Delay-Time Based Sender Identification in Automotive Networks. CoRR abs/2008.10941 (2020)
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