A two-layer collaborative vehicle-edge intrusion detection system for vehicular communications
PH Mirzaee, M Shojafar, H Bagheri… - 2021 IEEE 94th …, 2021 - ieeexplore.ieee.org
With increased wireless connectivity and embedded sensors, vehicles are becoming more
intelligent, offering Internet access, telematics, and advanced driver assistance systems …
intelligent, offering Internet access, telematics, and advanced driver assistance systems …
Machine learning for automotive security in technology transfer
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 …
communication system (CAN Bus) smartly connects to all such Electronic Control Units …
Scission: Signal characteristic-based sender identification and intrusion detection in automotive networks
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 …
which vulnerabilities not only threaten digital values but also humans and the environment …
Intrusion detection systems for intra-vehicle networks: A review
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 …
connected through different types of intra-vehicle networks to control and monitor the state of …
Intrusion detection on the in-vehicle network using machine learning
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 …
microcontrollers called Electronic Control Units (ECUs) and other components in a vehicle …
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 …
many convenience and safety benefits. Unfortunately, as connectivity and complexity within …
[HTML][HTML] Detecting in-vehicle intrusion via semi-supervised learning-based convolutional adversarial autoencoders
With the development of autonomous vehicle technology, the controller area network (CAN)
bus has become the de facto standard for an in-vehicle communication system because of …
bus has become the de facto standard for an in-vehicle communication system because of …
MTH-IDS: A multitiered hybrid intrusion detection system for internet of vehicles
Modern vehicles, including connected vehicles and autonomous vehicles, nowadays
involve many electronic control units connected through intravehicle networks (IVNs) to …
involve many electronic control units connected through intravehicle networks (IVNs) to …
Daga: Detecting attacks to in-vehicle networks via n-gram analysis
Recent research showcased several cyber-attacks against unmodified licensed vehicles,
demonstrating the vulnerability of their internal networks. Many solutions have already been …
demonstrating the vulnerability of their internal networks. Many solutions have already been …
SPARTA: Signal Propagation-based Attack Recognition and Threat Avoidance for Automotive Networks
With wider availability of wireless interfaces and a rising integration of software, it becomes
easier for attackers to access vehicular communication networks and exploit vulnerabilities …
easier for attackers to access vehicular communication networks and exploit vulnerabilities …