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Akademický článek

Autor: Shuji Ohira, Sumire Stanislawski, Yuichiro Hidaka, Kosuke Mizukoshi

Publikováno v: Maketingu Janaru, Vol 40, Iss 3, Pp 19-30 (2021)

The hometown tax is a new tax payment scheme introduced in Japan in 2008 that aims to redistribute taxes that have tended to concentrate in urban centers such as Tokyo. This scheme has seen very rapid growth since 2015 when documents to be submitted

Externí odkaz: https://doaj.org/article/9069c4568a774e96bba6e76c0a3a74c3

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Akademický článek

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

Autor: Shuji Ohira, Araya Kibrom Desta, Ismail Arai, Hiroyuki Inoue, Kazutoshi Fujikawa

Publikováno v: IEEE Access, Vol 8, Pp 42422-42435 (2020)

Controller Area Network (CAN) is a de facto standard of in-vehicle networks. Since CAN employs broadcast communication and a slower network than other general networks (e.g. Ethernet, IEEE802.11), it is inherently vulnerable to Denial-of-Service (DoS

Externí odkaz: https://doaj.org/article/b439cd897fc24f90b1b16c305f640b36

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

Autor: Shuji Ohira, Kibrom Araya, Ismail Arai, Kazutoshi Fujikawa

Publikováno v: Proceedings of the 9th International Conference on Information Systems Security and Privacy.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::10c3493ebabb3bec1f69cf182151a9bb
https://doi.org/10.5220/0011605300003405

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

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

The Controller area network (CAN) is the most extensively used in-vehicle network. It is set to enable communication between a number of electronic control units (ECU) that are widely found in most modern vehicles. CAN is the de facto in-vehicle netw

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d39e3fe0470af9fb8f64cf4b95d7de17
http://hdl.handle.net/10061/14773

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Hometown Tax as Crowdfunding

Autor: Sumire Stanislawski, Shuji Ohira, Yuichiro Hidaka, Kosuke Mizukoshi

Publikováno v: Japan Marketing Journal. 40:19-30

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::915b4a541d258b418bdb7dcef5eb36c1
https://doi.org/10.7222/marketing.2021.004

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

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

Publikováno v: Journal of Information Processing. 28:611-622

Nowadays, vehicles are equipped with multiple Electronic Control Units (ECUs) each of which communicates with one another using a specification called Controller Area Network (CAN). CAN provides its own share of benefits in modernizing automobiles, b

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e94c94352ea016b0d4b5e8421f80132a
https://doi.org/10.2197/ipsjjip.28.611

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

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

Publikováno v: AsiaCCS

Recently, cyberattacks on Controller Area Network (CAN) whichis one of the automotive networks are becoming a severe problem.CAN is a protocol for communicating among Electronic ControlUnits (ECUs) and it is a de-facto standard of automotive networks

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::20feca68aa84506ada4c015851ee936f
https://doi.org/10.1145/3433210.3437530

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

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

Publikováno v: Vehicular Communications. 35:100470

A controller area network (CAN) is a communication protocol for in-vehicle networks. Communication between electronic control units (ECUs) is facilitated by the CAN bus. This communication protocol provides no authentication or encryption to prevent

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f0b13a8b7039ddb2921a537756edd8ef
https://doi.org/10.1016/j.vehcom.2022.100470

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

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

Publikováno v: ITNAC

CAN uses no authentication and encryption mechanisms for secure communication. To solve the security issues of the CAN bus, a deep learning-based intrusion detection systems have been proposed. But due to the high dimensional property of the CAN bus

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::aeaaebc21ee10de8973a1cd6526003eb
http://hdl.handle.net/10061/14217

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

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

Publikováno v: PerCom Workshops

The number of computer controlled vehicles throughout the world is rising at a staggering speed. Even though this enhances the driving experience, it opens a new security hole in the automotive industry. To alleviate this issue, we are proposing an i

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6616144e4d660244e724d49c59fe0415
http://hdl.handle.net/10061/14019

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