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 …
Addressing the lack of comparability & testing in can intrusion detection research: A comprehensive guide to can ids data & introduction of the road dataset
Although ubiquitous in modern vehicles, Controller Area Networks (CANs) lack basic
security properties and are easily exploitable. A rapidly growing field of CAN security …
security properties and are easily exploitable. A rapidly growing field of CAN security …
Benchmarking frameworks and comparative studies of Controller Area Network (CAN) intrusion detection systems: A review
The development of intrusion detection systems (IDS) for the in-vehicle Controller Area
Network (CAN) bus is one of the main efforts being taken to secure the in-vehicle network …
Network (CAN) bus is one of the main efforts being taken to secure the in-vehicle network …
A comprehensive guide to CAN IDS data and introduction of the ROAD dataset
Although ubiquitous in modern vehicles, Controller Area Networks (CANs) lack basic
security properties and are easily exploitable. A rapidly growing field of CAN security …
security properties and are easily exploitable. A rapidly growing field of CAN security …
CANSat-IDS: An adaptive distributed Intrusion Detection System for satellites, based on combined classification of CAN traffic
O Driouch, S Bah, Z Guennoun - Computers & Security, 2024 - Elsevier
The increasing dependence on satellite technology for critical applications, such as
telecommunications, Earth observation, and navigation, underscores the need for robust …
telecommunications, Earth observation, and navigation, underscores the need for robust …
[HTML][HTML] An enhanced Deep-Learning empowered Threat-Hunting Framework for software-defined Internet of Things
P Kumar, A Jolfaei, AKMN Islam - Computers & Security, 2024 - Elsevier
Abstract The Software-Defined Networking (SDN) powered Internet of Things (IoT) offers a
global perspective of the network and facilitates control and access of IoT devices using a …
global perspective of the network and facilitates control and access of IoT devices using a …
Multi-classification in-vehicle intrusion detection system using packet-and sequence-level characteristics from time-embedded transformer with autoencoder
In recent years, the increased application of controller area network (CAN) protocols has
made it the de facto standard for communication between electronic control units (ECUs) in …
made it the de facto standard for communication between electronic control units (ECUs) in …
CCID-CAN: Cross-Chain Intrusion Detection on CAN Bus for Autonomous Vehicles
Autonomous vehicles (AVs) rely on controller area network (CAN), which ensures the
communication between massive electronic control units (ECUs) and passenger safety …
communication between massive electronic control units (ECUs) and passenger safety …
An Intrusion Detection Model Based on Deep Convolutional Factorization Machine for Controller Area Network (CAN) Bus in Internet of Vehicles (IoV)
Y Lu, Y Guo, S Chen, J Li - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
The controller area network (CAN) bus is the most commonly used information exchange
channel in vehicles, and its security ensures the communication in the vehicle and the …
channel in vehicles, and its security ensures the communication in the vehicle and the …
Benchmarking Unsupervised Online IDS for Masquerade Attacks in CAN
Vehicular controller area networks (CANs) are susceptible to masquerade attacks by
malicious adversaries. In masquerade attacks, adversaries silence a targeted ID and then …
malicious adversaries. In masquerade attacks, adversaries silence a targeted ID and then …