Araya Kibrom Desta

According to our database, Araya Kibrom Desta authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

IVNPROTECT: Isolable and Traceable Lightweight CAN-Bus Kernel-Level Protection for Securing in-Vehicle Communication.

Shuji Ohira, Araya Kibrom Desta, Ismail Arai, Kazutoshi Fujikawa

Proceedings of the 9th International Conference on Information Systems Security and Privacy, 2023

2022

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

Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa

Veh. Commun., 2022

U-CAN: A Convolutional Neural Network Based Intrusion Detection for Controller Area Networks.

Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

2021

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, Kazutoshi Fujikawa

Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021

2020

Long Short-Term Memory Networks for In-Vehicle Networks Intrusion Detection Using Reverse Engineered Automotive Packets.

Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa

J. Inf. Process., 2020

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, Hiroyuki Inoue, Kazutoshi Fujikawa

IEEE Access, 2020

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

Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

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, Kazutoshi Fujikawa

Proceedings of the 30th International Telecommunication Networks and Applications Conference, 2020

Divider: Delay-Time Based Sender Identification in Automotive Networks.

Shuji Ohira, Araya Kibrom Desta, Tomoya Kitagawa, Ismail Arai, Kazutoshi Fujikawa

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020