Intrusion Detection Systems to Secure In-Vehicle Networks

L Zhang - 2023 - deepblue.lib.umich.edu
With recent advancements in the automotive world and the introduction of autonomous
vehicles, more software-driven electrical components and wireless connectivity are being …

Scission: Signal characteristic-based sender identification and intrusion detection in automotive networks

M Kneib, C Huth - Proceedings of the 2018 ACM SIGSAC conference on …, 2018 - dl.acm.org
Increased connectivity increases the attack vector. This also applies to connected vehicles in
which vulnerabilities not only threaten digital values but also humans and the environment …

Intrusion Detection Method for In‐Vehicle CAN Bus Based on Message and Time Transfer Matrix

Z Bi, G Xu, G Xu, M Tian, R Jiang… - Security and …, 2022 - Wiley Online Library
As the number and computational power of electronic computing units installed in standard
automobiles continue to increase, contemporary motor vehicles face more cybersecurity …

An Effective Ensemble Learning-Based Real-Time Intrusion Detection Scheme for an In-Vehicle Network

E Alalwany, I Mahgoub - Electronics, 2024 - mdpi.com
The emergence of connected and autonomous vehicles has led to complex network
architectures for electronic control unit (ECU) communication. The controller area network …

Intrusion detection systems for intra-vehicle networks: A review

OY Al-Jarrah, C Maple, M Dianati, D Oxtoby… - Ieee …, 2019 - ieeexplore.ieee.org
A modern vehicle is a complex system of sensors, electronic control units, and actuators
connected through different types of intra-vehicle networks to control and monitor the state of …

Machine learning for automotive security in technology transfer

VS Barletta, D Caivano, C Catalano… - World Conference on …, 2023 - Springer
The new breed of vehicles comes stashed with cutting-edge technologies. The in-vehicle
communication system (CAN Bus) smartly connects to all such Electronic Control Units …

MaREA: Multi-class Random Forest for Automotive Intrusion Detection

D Caivano, C Catalano, M De Vincentiis, A Lako… - … Conference on Product …, 2023 - Springer
The technology inside modern vehicles is rapidly growing and poses newer security risks,
as vehicle communication protocols are not yet fully secured and vulnerable to attacks …

In-vehicle network intrusion detection systems: a systematic survey of deep learning-based approaches

F Luo, J Wang, X Zhang, Y Jiang, Z Li, C Luo - PeerJ Computer Science, 2023 - peerj.com
Developments in connected and autonomous vehicle technologies provide drivers with
many convenience and safety benefits. Unfortunately, as connectivity and complexity within …

Intrusion detection on the in-vehicle network using machine learning

S Sharmin, H Mansor - 2021 3rd International Cyber Resilience …, 2021 - ieeexplore.ieee.org
Controller Area Network (CAN) is a protocol for the in-vehicle network that connects
microcontrollers called Electronic Control Units (ECUs) and other components in a vehicle …

[PDF][PDF] Anomaly-based detection of malicious activity in in-vehicle networks

A Taylor - 2017 - ruor.uottawa.ca
Modern automobiles have been proven vulnerable to hacking by security researchers. By
exploiting vulnerabilities in the car's external interfaces, attackers can access a car's …