MLIDS: Handling raw high-dimensional CAN bus data using long short-term memory networks for intrusion detection in in-vehicle networks
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 …
solve the security issues of the CAN bus, a deep learning-based intrusion detection systems …
Keep the moving vehicle secure: Context-aware intrusion detection system for in-vehicle CAN bus security
S Rajapaksha, H Kalutarage… - … on Cyber Conflict …, 2022 - ieeexplore.ieee.org
The growth of information technologies has driven the development of the transportation
sector, including connected and autonomous vehicles. Due to its communication …
sector, including connected and autonomous vehicles. Due to its communication …
GVIDS: A reliable vehicle intrusion detection system based on generative adversarial network
5G and artificial intelligence greatly promote the development of intelligent and connected
vehicle (ICV). However, ICV opens more ports to the outside world, making it easy for …
vehicle (ICV). However, ICV opens more ports to the outside world, making it easy for …
VCIDS: Collaborative intrusion detection of sensor and actuator attacks on connected vehicles
Modern urban vehicles adopt sensing, communication and computing modules into almost
every functioning aspect to assist humans in driving. However, the advanced technologies …
every functioning aspect to assist humans in driving. However, the advanced technologies …
ICVTest: A Practical Black-Box Penetration Testing Framework for Evaluating Cybersecurity of Intelligent Connected Vehicles
H Zhang, J Wang, Y Wang, M Li, J Song, Z Liu - Applied Sciences, 2023 - mdpi.com
Intelligent connected vehicles (ICVs) are equipped with extensive electronic control units
which offer convenience but also pose significant cybersecurity risks. Penetration testing …
which offer convenience but also pose significant cybersecurity risks. Penetration testing …
Intrusion detection system for can bus in-vehicle network based on machine learning algorithms
A Alfardus, DB Rawat - 2021 IEEE 12th Annual Ubiquitous …, 2021 - ieeexplore.ieee.org
The advent of automotive industry has an increasing market demand pertaining to
installation of intelligent transportation facilities in modern vehicles. Now more comfortable …
installation of intelligent transportation facilities in modern vehicles. Now more comfortable …
Revisiting Automotive Attack Surfaces: a Practitioners' Perspective
As modern vehicles become increasingly complex in terms of both external attack surfaces
and internal in-vehicle network (IVN) topology, ensuring their cybersecurity remains a …
and internal in-vehicle network (IVN) topology, ensuring their cybersecurity remains a …
Long short-term memory-based intrusion detection system for in-vehicle controller area network bus
The Controller Area Network (CAN) bus system works inside connected cars as a central
system for communication between electronic control units (ECUs). Despite its central …
system for communication between electronic control units (ECUs). Despite its central …
Automotive virtual in-sensor analytics for securing vehicular communication
GI Trouli, G Kornaros - IEEE Design & Test, 2020 - ieeexplore.ieee.org
Automotive Virtual In-sensor Analytics for Securing Vehicular Communication Page 1 91
2168-2356/20©2020 IEEE Copublished by the IEEE CEDA, IEEE CASS, IEEE SSCS, and TTTC …
2168-2356/20©2020 IEEE Copublished by the IEEE CEDA, IEEE CASS, IEEE SSCS, and TTTC …
Intrusion detection system can-bus in-vehicle networks based on the statistical characteristics of attacks
For in-vehicle network communication, the controller area network (CAN) broadcasts to all
connected nodes without address validation. Therefore, it is highly vulnerable to all sorts of …
connected nodes without address validation. Therefore, it is highly vulnerable to all sorts of …