[HTML][HTML] Canova: a hybrid intrusion detection framework based on automatic signal classification for can

A Nichelini, CA Pozzoli, S Longari, M Carminati… - Computers & …, 2023 - Elsevier
Over the years, vehicles have become increasingly complex and an attractive target for
malicious adversaries. This raised the need for effective and efficient Intrusion Detection …

G-idcs: Graph-based intrusion detection and classification system for can protocol

SB Park, HJ Jo, DH Lee - IEEE Access, 2023 - ieeexplore.ieee.org
The security of in-vehicle networks has become an important issue as automobiles become
more connected and automated. In this paper, we propose a graph-based intrusion …

Using a one-class compound classifier to detect in-vehicle network attacks

A Tomlinson, J Bryans, SA Shaikh - Proceedings of the genetic and …, 2018 - dl.acm.org
The Controller Area Network (CAN) in vehicles provides serial communication between
electronic control units that manage engine, transmission, steering and braking …

Candito: improving payload-based detection of attacks on controller area networks

S Longari, CA Pozzoli, A Nichelini, M Carminati… - … Symposium on Cyber …, 2023 - Springer
Over the years, the increasingly complex and interconnected vehicles raised the need for
effective and efficient Intrusion Detection Systems against on-board networks. In light of the …

Design and implementation of an intrusion detection system (IDS) for in-vehicle networks

M Bresch, N Salman - 2017 - odr.chalmers.se
Sammanfattning The Controller Area Network (CAN) was specified with no regards to
security mechanisms at all. This fact in combination with the widespread adoption of the …

[PDF][PDF] A two-stage deep learning approach for can intrusion detection

L Zhang, L Shi, N Kaja, D Ma - Proc. Ground Vehicle Syst. Eng …, 2018 - gvsets.ndia-mich.org
With recent advancements in the automotive world and the introductions of autonomous
vehicles, automotive cybersecurity has become a main and primary issue for every …

A survey of network intrusion detection systems for controller area network

G Dupont, J den Hartog, S Etalle… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Modern vehicles are complex safety critical cyber physical systems, that are connected to
the outside world, with all security implications that brings. To enhance vehicle security …

A hybrid approach toward efficient and accurate intrusion detection for in-vehicle networks

L Zhang, D Ma - IEEE Access, 2022 - ieeexplore.ieee.org
With recent advancements in the automotive world and the introduction of autonomous
vehicles, automotive security has become a real and important issue. Modern vehicles have …

Unsupervised deep learning approach for in-vehicle intrusion detection system

H Narasimhan, V Ravi… - IEEE Consumer …, 2021 - ieeexplore.ieee.org
The controller area network (CAN) is a standard communication protocol used for sending
messages between electronic control unit of a modern automotive system. CAN protocol …

Using internal context to detect automotive controller area network attacks

A Tomlinson, J Bryans, SA Shaikh - Computers & Electrical Engineering, 2021 - Elsevier
The rise in data use within cars has led to concerns about their cybersecurity. The Controller
Area Network (CAN) enables communication between components core to the car's safety …