Araya Kibrom Desta

12 papers A 1B 2C 1Misc 1Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Evaluating Transformer Models for Road Traffic Volume Forecasting with Weather-Aware Inputs.
ITSC
Araya Kibrom Desta, Ismail Arai
2025 — conf
Forecasting Road Traffic Volume Using Temporal-Only Time Series Models.
PerCom Workshops
Araya Kibrom Desta, Ismail Arai
2023 C conf
IVNPROTECT: Isolable and Traceable Lightweight CAN-Bus Kernel-Level Protection for Securing in-Vehicle Communication.
ICISSP
Shuji Ohira, Araya Kibrom Desta, Ismail Arai, Kazutoshi Fujikawa
2022 J jnl
Rec-CNN: In-vehicle networks intrusion detection using convolutional neural networks trained on recurrence plots.
Veh. Commun.
Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa
2022 B conf
U-CAN: A Convolutional Neural Network Based Intrusion Detection for Controller Area Networks.
COMPSAC
Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa
2021 A conf
PLI-TDC: Super Fine Delay-Time Based Physical-Layer Identification with Time-to-Digital Converter for In-Vehicle Networks.
AsiaCCS
Shuji Ohira, Araya Kibrom Desta, Ismail Arai, Kazutoshi Fujikawa
2020 B conf
Divider: Delay-Time Based Sender Identification in Automotive Networks.
COMPSAC
Shuji Ohira, Araya Kibrom Desta, Tomoya Kitagawa, Ismail Arai, Kazutoshi Fujikawa
2020 J jnl
Divider: Delay-Time Based Sender Identification in Automotive Networks.
CoRR
Shuji Ohira, Araya Kibrom Desta, Tomoya Kitagawa, Ismail Arai, Kazutoshi Fujikawa
2020 — conf
ID Sequence Analysis for Intrusion Detection in the CAN bus using Long Short Term Memory Networks.
PerCom Workshops
Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa
2020 J jnl
Long Short-Term Memory Networks for In-Vehicle Networks Intrusion Detection Using Reverse Engineered Automotive Packets.
J. Inf. Process.
Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa
2020 Misc conf
MLIDS: Handling Raw High-Dimensional CAN Bus Data Using Long Short-Term Memory Networks for Intrusion Detection in In-Vehicle Networks.
ITNAC
Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa
2020 J jnl
Normal and Malicious Sliding Windows Similarity Analysis Method for Fast and Accurate IDS Against DoS Attacks on In-Vehicle Networks.
IEEE Access
Shuji Ohira, Araya Kibrom Desta, Ismail Arai, Hiroyuki Inoue, Kazutoshi Fujikawa