X-CANIDS: Signal-Aware Explainable Intrusion Detection System for Controller Area Network-Based In-Vehicle Network
Controller Area Network (CAN) is an essential networking protocol that connects multiple
electronic control units (ECUs) in a vehicle. However, CAN-based in-vehicle networks (IVNs) …
electronic control units (ECUs) in a vehicle. However, CAN-based in-vehicle networks (IVNs) …
Candito: improving payload-based detection of attacks on controller area networks
S Longari, CA Pozzoli, A Nichelini, M Carminati… - … Symposium on Cyber …, 2023 - Springer
Over the years, the increasingly complex and interconnected vehicles raised the need for
effective and efficient Intrusion Detection Systems against on-board networks. In light of the …
effective and efficient Intrusion Detection Systems against on-board networks. In light of the …
SAIDuCANT: Specification-based automotive intrusion detection using controller area network (CAN) timing
H Olufowobi, C Young, J Zambreno… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The proliferation of embedded devices in modern vehicles has opened the traditionally-
closed vehicular system to the risk of cybersecurity attacks through physical and remote …
closed vehicular system to the risk of cybersecurity attacks through physical and remote …
CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level
Modern vehicles rely on a fleet of electronic control units (ECUs) connected through
controller area network (CAN) buses for critical vehicular control. With the expansion of …
controller area network (CAN) buses for critical vehicular control. With the expansion of …
Ai-based intrusion detection systems for in-vehicle networks: A survey
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 …
protocol, which still lacks the implementation of suitable security mechanisms such as …
CANintelliIDS: Detecting in-vehicle intrusion attacks on a controller area network using CNN and attention-based GRU
AR Javed, S Ur Rehman, MU Khan… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Controller area network (CAN) is a communication protocol that provides reliable and
productive transmission between in-vehicle nodes continuously. CAN bus protocol is …
productive transmission between in-vehicle nodes continuously. CAN bus protocol is …
A survey of network intrusion detection systems for controller area network
G Dupont, J den Hartog, S Etalle… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Modern vehicles are complex safety critical cyber physical systems, that are connected to
the outside world, with all security implications that brings. To enhance vehicle security …
the outside world, with all security implications that brings. To enhance vehicle security …
A hybrid approach toward efficient and accurate intrusion detection for in-vehicle networks
With recent advancements in the automotive world and the introduction of autonomous
vehicles, automotive security has become a real and important issue. Modern vehicles have …
vehicles, automotive security has become a real and important issue. Modern vehicles have …
[HTML][HTML] Beyond vanilla: Improved autoencoder-based ensemble in-vehicle intrusion detection system
Modern automobiles are equipped with a large number of electronic control units (ECUs) to
provide safe, driver assistance and comfortable services. The controller area network (CAN) …
provide safe, driver assistance and comfortable services. The controller area network (CAN) …
[HTML][HTML] can-train-and-test: A Curated CAN Dataset for Automotive Intrusion Detection
When it comes to in-vehicle networks (IVNs), the controller area network (CAN) bus
dominates the market; automobiles manufactured and sold worldwide depend on the CAN …
dominates the market; automobiles manufactured and sold worldwide depend on the CAN …