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 …

Attacks on self-driving cars and their countermeasures: A survey

A Chowdhury, G Karmakar, J Kamruzzaman… - IEEE …, 2020 - ieeexplore.ieee.org
Intelligent Traffic Systems (ITS) are currently evolving in the form of a cooperative ITS or
connected vehicles. Both forms use the data communications between Vehicle-to-Vehicle …

Context-aware security for vehicles and fleets: A survey

D Grimm, M Stang, E Sax - IEEE Access, 2021 - ieeexplore.ieee.org
Vehicles are becoming increasingly intelligent and connected. Interfaces for communication
with the vehicle, such as WiFi and 5G, enable seamless integration into the user's life, but …

Security assessment of in-vehicle communication protocols

A Anwar, A Anwar, L Moukahal, M Zulkernine - Vehicular Communications, 2023 - Elsevier
As the automotive industry has progressed in recent years, in-vehicle networks have also
changed. In contrast to traditional vehicles, modern vehicles communicate through …

Efficient crypto engine for authenticated encryption, data traceability, and replay attack detection over CAN bus network

A Rasheed, M Baza, MM Badr… - … on Network Science …, 2023 - ieeexplore.ieee.org
Smart vehicles and industrial control systems becoming increasingly complex. They are
comprised of a large number of connected intelligence sensor devices. For such 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 …

Systematic Literature Review: Anomaly Detection in Connected and Autonomous Vehicles

JRV Solaas, E Mariconti… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This systematic literature review provides a structured and detailed overview of research on
anomaly detection for connected and autonomous vehicles, focusing on the Artificial …

DGIDS: Dynamic graph-based intrusion detection system for CAN

J Song, G Qin, Y Liang, J Yan, M Sun - Computers & Security, 2024 - Elsevier
Abstract The Controller Area Network (CAN) is widely used in automobiles to interconnect
safety-critical electronic control units (ECUs). Unfortunately, CAN does not have inherent …

CF-AIDS: Comprehensive Frequency-Agnostic Intrusion Detection System on In-Vehicle Network

MR Islam, M Sahlabadi, K Kim, Y Kim, K Yim - IEEE Access, 2023 - ieeexplore.ieee.org
Many studies have focused on obtaining high accuracy in the design of Intrusion Detection
Systems (IDS) for in-vehicle networks, neglecting the significance of different intensive …

[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) …