Ai-based intrusion detection systems for in-vehicle networks: A survey

S Rajapaksha, H Kalutarage, MO Al-Kadri… - ACM Computing …, 2023 - dl.acm.org
The Controller Area Network (CAN) is the most widely used in-vehicle communication
protocol, which still lacks the implementation of suitable security mechanisms such as …

[HTML][HTML] Blockchain-based authentication in internet of vehicles: A survey

S Abbas, MA Talib, A Ahmed, F Khan, S Ahmad… - Sensors, 2021 - mdpi.com
Internet of Vehicles (IoV) has emerged as an advancement over the traditional Vehicular Ad-
hoc Networks (VANETs) towards achieving a more efficient intelligent transportation system …

Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study

MA Ferrag, L Maglaras, S Moschoyiannis… - Journal of Information …, 2020 - Elsevier
In this paper, we present a survey of deep learning approaches for cyber security intrusion
detection, the datasets used, and a comparative study. Specifically, we provide a review of …

MTH-IDS: A multitiered hybrid intrusion detection system for internet of vehicles

L Yang, A Moubayed, A Shami - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Modern vehicles, including connected vehicles and autonomous vehicles, nowadays
involve many electronic control units connected through intravehicle networks (IVNs) to …

Deep learning in IoT intrusion detection

S Tsimenidis, T Lagkas, K Rantos - Journal of network and systems …, 2022 - Springer
Abstract The Internet of Things (IoT) is the new paradigm of our times, where smart devices
and sensors from across the globe are interconnected in a global grid, and distributed …

CANet: An unsupervised intrusion detection system for high dimensional CAN bus data

M Hanselmann, T Strauss, K Dormann, H Ulmer - Ieee Access, 2020 - ieeexplore.ieee.org
We propose a neural network architecture for detecting intrusions on the controller area
network (CAN). The latter is the standard communication method between the electronic …

A survey of attacks on controller area networks and corresponding countermeasures

HJ Jo, W Choi - IEEE Transactions on Intelligent Transportation …, 2021 - ieeexplore.ieee.org
The development of vehicle technologies such as connected and autonomous vehicle
environments provide drivers with functions for convenience and safety that are highly …

Machine learning and reputation based misbehavior detection in vehicular communication networks

S Gyawali, Y Qian, RQ Hu - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
Vehicular networks are vulnerable to various attacks such as Sybil, denial-of-service (DoS)
and false alert generation attacks. Cryptographic methods can provide some protection to …

An overview of automotive service-oriented architectures and implications for security countermeasures

M Rumez, D Grimm, R Kriesten, E Sax - IEEE access, 2020 - ieeexplore.ieee.org
New requirements from the customers' and manufacturers' point of view such as adding new
software functions during the product life cycle require a transformed architecture design for …

Authentication protocols in internet of vehicles: Taxonomy, analysis, and challenges

P Bagga, AK Das, M Wazid, JJPC Rodrigues… - Ieee …, 2020 - ieeexplore.ieee.org
Internet of Vehicles (IoV) is treated as an extension of Vehicle-to-Vehicle (V2V)
communication network. IoV helps in enhancing driving aids with the help of vehicle Artificial …