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An Intrusion Detection System Against Rogue Master Attacks on gPTP
Buscemi, Alessio; Ponaka, Manasvi; Fotouhi, Mahdi et al.
2023In Buscemi, Alessio; Ponaka, Manasvi; Fotouhi, Mahdi et al. (Eds.) IEEE Vehicular Technology Conference (VTC2023-Spring), Florence 20-23 June 2023
Peer reviewed
 

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Keywords :
Time Sensitive Networking; Cybersecurity; Connected Vehicles; Automotive Ethernet
Abstract :
[en] Due to the promise of deterministic Ethernet networking, Time Sensitive Network (TSN) standards are gaining popularity in the vehicle on-board networks sector. Among these, Generalized Precision Time Protocol (gPTP) allows network devices to be synchronized with a greater degree of precision than other synchronization protocols, such as Network Time Protocol (NTP). However, gPTP was developed without security measures, making it susceptible to a variety of attacks. Adding security controls is the initial step in securing the protocol. However, due to current gPTP design limitations, this countermeasure is insufficient to protect against all types of threats. In this paper, we present a novel supervised Machine Learning (ML)-based pipeline for the detection of high-risk rogue master attacks.
Disciplines :
Computer science
Author, co-author :
Buscemi, Alessio ;  University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Computer Science (DCS)
Ponaka, Manasvi ;  University of Luxembourg > Faculty of Science, Technology and Medecine (FSTM)
Fotouhi, Mahdi  ;  University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Computer Science (DCS)
Koebel, Christian;  Honda R&D (Germany)
Jomrich, Florian;  Honda R&D (Germany)
Engel, Thomas ;  University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Computer Science (DCS)
External co-authors :
yes
Language :
English
Title :
An Intrusion Detection System Against Rogue Master Attacks on gPTP
Publication date :
July 2023
Event name :
IEEE Vehicular Technology Conference (VTC2023-Spring)
Event place :
Florence, Italy
Event date :
from 20-06-2023 to 23-06-2023
Audience :
International
Main work title :
IEEE Vehicular Technology Conference (VTC2023-Spring), Florence 20-23 June 2023
Author, co-author :
Buscemi, Alessio 
Ponaka, Manasvi
Fotouhi, Mahdi  
Koebel, Christian
Jomrich, Florian
Engel, Thomas 
Peer reviewed :
Peer reviewed
Focus Area :
Computational Sciences
FnR Project :
FNR15381341 - Securing Time Critical Traffic In (Next Gen) Automotive Networks, 2020 (01/06/2021-31/05/2024) - Thomas Engel
Funders :
FnR, Honda R&D
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since 27 March 2023

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