Anomaly detection based on spatio-temporal and sparse features of network traffic in VANETs

L Nie, Y Wu, H Wang - IEEE Access, 2019 - ieeexplore.ieee.org
Vehicular Ad-Hoc Networks (VANETs) have received a great attention recently due to their
potential and various applications. However, the initial phase of the VANET has many …

Intrusion detection for in-vehicle network by using single GAN in connected vehicles

Y Yang, G Xie, J Wang, J Zhou, Z Xia… - Journal of Circuits …, 2021 - World Scientific
Controller area network (CAN) bus-based connected and even self-driving vehicles suffer
severe cybersecurity challenges because connections from outside the vehicle and an …

[HTML][HTML] Detection of cybersecurity spoofing attacks in vehicular networks with recurrence quantification analysis

G Baldini - Computer Communications, 2022 - Elsevier
Cybersecurity aspects in modern automotive vehicles are becoming increasingly important
due to the recent demonstration of successful cybersecurity attacks. Intrusion Detection …

A Novel Multi-Attack IDS Framework for Intelligent Connected Terminals Based on Over-the-Air Signature Updates

B Li, W Hu, X Qu, Y Li - Electronics, 2023 - mdpi.com
Modern terminals are developing toward intelligence and ubiquitous connection. Such ICTs
(intelligent connected terminals) interact more frequently with the outside world and expose …

On the application of entropy measures with sliding window for intrusion detection in automotive in-vehicle networks

G Baldini - Entropy, 2020 - mdpi.com
The evolution of modern automobiles to higher levels of connectivity and automatism has
also increased the need to focus on the mitigation of potential cybersecurity risks …

Anomaly detection for automated vehicles integrating continuous wavelet transform and convolutional neural network

L Wang, X Zhang - Applied Sciences, 2023 - mdpi.com
Connected and automated vehicles (CAVs) involving massive advanced sensors and
electronic control units (ECUs) bring intelligentization to the transportation system and …

Intrusion detection in vehicle controller area network (can) bus using machine learning: A comparative performance study

BS Bari, K Yelamarthi, S Ghafoor - Sensors, 2023 - mdpi.com
Electronic Control Units (ECUs) have been increasingly used in modern vehicles to control
the operations of the vehicle, improve driving comfort, and safety. For the operation of the …

Multi-order feature interaction-aware intrusion detection scheme for ensuring cyber security of intelligent connected vehicles

W Gong, S Yang, H Guang, B Ma, B Zheng… - … Applications of Artificial …, 2024 - Elsevier
The evolution of technology has raised concerns regarding cybersecurity for intelligent
connected vehicles (ICVs). In-vehicle network in ICVs lacks robust protection mechanisms …

[HTML][HTML] A review of security attacks and intrusion detection in the vehicular networks

T Nandy, RM Noor, R Kolandaisamy, MYI Idris… - Journal of King Saud …, 2024 - Elsevier
With the proliferation of Vehicular Ad Hoc Networks (VANETs), ensuring the security and
integrity of communication within these networks has become a paramount concern. This …

CAVIDS: Real time intrusion detection system for connected autonomous vehicles using logical analysis of data

A Kumar, TK Das - Vehicular Communications, 2023 - Elsevier
Abstract In recent times, Connected Autonomous Vehicles (CAVs) have been gaining
popularity and have already begun to revolutionize the transport industry, mainly using real …