Android head units vs. In-vehicle ECUs: performance assessment for deploying in-vehicle intrusion detection systems for the CAN bus

T Andreica, CD Curiac, C Jichici, B Groza - IEEE Access, 2022 - ieeexplore.ieee.org
Following the numerous attacks that exploited vulnerabilities of Controller Area Networks
(CAN), intrusion detection systems have become a topic of prime importance for in-vehicle …

IDS for CAN: A practical intrusion detection system for CAN bus security

B Lampe, W Meng - GLOBECOM 2022-2022 IEEE Global …, 2022 - ieeexplore.ieee.org
Modern automobiles depend heavily on electronics, controlled by the vehicle's internal
network. The controller area network (CAN bus) is the predominant protocol, known for its …

can-train-and-test: A New CAN Intrusion Detection Dataset

B Lampe, W Meng - 2023 IEEE 98th Vehicular Technology …, 2023 - ieeexplore.ieee.org
The controller area network (CAN) bus facilitates communication between a vehicle's
microcontrollers, known as electronic control units (ECUs). Developed in 1983, the CAN bus …

A hybrid approach toward efficient and accurate intrusion detection for in-vehicle networks

L Zhang, D Ma - IEEE Access, 2022 - ieeexplore.ieee.org
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 …

Exploiting the shape of CAN data for in-vehicle intrusion detection

Z Tyree, RA Bridges, FL Combs… - 2018 IEEE 88th …, 2018 - ieeexplore.ieee.org
Modern vehicles rely on scores of electronic control units (ECUs) broadcasting messages
over a few controller area networks (CANs). Bereft of security features, in-vehicle CANs are …

[PDF][PDF] Improving in-vehicle networks intrusion detection using on-device transfer learning

S Rajapaksha, H Kalutarage… - … on vehicles security …, 2023 - ndss-symposium.org
Modern automobiles are equipped with a large number of electronic control units (ECUs) to
provide safe, driver assistance and comfortable service. The controller area network (CAN) …

[HTML][HTML] Blockchain integration for in-vehicle CAN bus intrusion detection systems with ISO/SAE 21434 compliant reporting

T Andreica, A Musuroi, A Anistoroaei, C Jichici… - Scientific Reports, 2024 - nature.com
Abstract The development of Intrusion Detection Systems (IDS) for in-vehicle buses has
gained a lot of momentum in recent years as the number of reported vulnerabilities and the …

Ai-based intrusion detection systems for in-vehicle networks: A survey

S Rajapaksha, H Kalutarage, MO Al-Kadri… - ACM Computing …, 2023 - dl.acm.org
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 …

[HTML][HTML] Demystifying in-vehicle intrusion detection systems: A survey of surveys and a meta-taxonomy

G Karopoulos, G Kambourakis, E Chatzoglou… - Electronics, 2022 - mdpi.com
Breaches in the cyberspace due to cyber-physical attacks can harm the physical space, and
any type of vehicle is an alluring target for wrongdoers for an assortment of reasons …

Evaluation of the architecture alternatives for real-time intrusion detection systems for connected vehicles

JK Lee - 2022 - search.proquest.com
The number of reported vehicle vulnerabilities has risen exponentially. Attackers exploited
the software vulnerabilities in connected vehicles to remote access in-vehicle networks to …