| 2026 | PERCOM | Integrating Learnable Spatial Embeddings into Transformers for Traffic Flow Forecasting. | Araya Kibrom Desta, Norman Bereczki, Vilmos Simon, Ismail Arai |
| 2025 | PERCOM | Forecasting Road Traffic Volume Using Temporal-Only Time Series Models. | Araya Kibrom Desta, Ismail Arai |
| 2023 | ICISSP | IVNPROTECT: Isolable and Traceable Lightweight CAN-Bus Kernel-Level Protection for Securing in-Vehicle Communication. | Shuji Ohira, Araya Kibrom Desta, Ismail Arai, Kazutoshi Fujikawa |
| 2022 | COMPSAC | U-CAN: A Convolutional Neural Network Based Intrusion Detection for Controller Area Networks. | Araya Kibrom Desta, Shuji Ohira, Ismail Arai, Kazutoshi Fujikawa |
| 2021 | AsiaCCS | 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 |
| 2020 | COMPSAC | Divider: Delay-Time Based Sender Identification in Automotive Networks. | Shuji Ohira, Araya Kibrom Desta, Tomoya Kitagawa, Ismail Arai, Kazutoshi Fujikawa |
| 2020 | ITNAC | 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 |
| 2020 | PERCOM | 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 |