Many-objective optimization based intrusion detection for in-vehicle network security

J Zhang, B Gong, M Waqas, S Tu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In-vehicle network security plays a vital role in ensuring the secure information transfer
between vehicle and Internet. The existing research is still facing great difficulties in …

DivaCAN: Detecting in-vehicle intrusion attacks on a controller area network using ensemble learning

MH Khan, AR Javed, Z Iqbal, M Asim, AI Awad - Computers & Security, 2024 - Elsevier
The controller area network (CAN) protocol is a critical communication mechanism in
vehicular systems. However, the widespread adoption of this protocol has introduced …

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 …

SIDiLDNG: A similarity-based intrusion detection system using improved Levenshtein Distance and N-gram for CAN

J Song, G Qin, Y Liang, J Yan, M Sun - Computers & Security, 2024 - Elsevier
Due to the absence of encryption and authentication mechanisms in the Controller Area
Network (CAN), it is highly susceptible to attacks, especially with the increasing connectivity …

Intrusion Detection Systems in Automotive Ethernet Networks: Challenges, Opportunities and Future Research Trends

N Quadar, A Chehri, B Debaque… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Automotive Ethernet, as a standard network bus, promises faster network speeds and
enhanced bandwidth benefits for internal automotive networks. However, putting Ethernet …

Concept of Using the MBSE Approach to Integrate Security Patterns in Safety-Related Projects for the Automotive Industry

P Piątek, P Mydłowski, A Buczacki… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The automotive industry is undergoing significant changes due to increased connectivity,
data usage, and vehicle autonomy, which pose new challenges and increase the attack …

Network Anomaly Detection with Stacked Sparse Shrink Variational Autoencoders and Unbalanced XGBoost

J Bi, Z Guan, H Yuan, J Yang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Efficient and accurate identification of network anomalies is significant to network security
systems. It is highly challenging to detect abnormal behaviors in the increasing network data …

Attack-Resilient Event-Triggered Control of Vehicle Speed Tracking System With DoS Attacks: Experimental Results

X Li, N Zhang, X Xu, AT Nguyen… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
This paper presents an attack-resilient event-triggered mechanism (AETM) control for the
longitudinal speed tracking of connected vehicles, addressing the issue of communication …

[HTML][HTML] A Novel Architecture for an Intrusion Detection System Utilizing Cross-Check Filters for In-Vehicle Networks

H Im, D Lee, S Lee - Sensors, 2024 - mdpi.com
The Controller Area Network (CAN), widely used for vehicular communication, is vulnerable
to multiple types of cyber-threats. Attackers can inject malicious messages into the CAN bus …

TrinitySec: Trinity-Enabled and Lightweight Security Framework for CAN-FD Communication

R Lu, G Xie, R Li, W Xu, J Lei - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Controller Area Network with Flexible Data-rate (CAN-FD) is a promising industrial
embedded network because of its high bandwidth and long data field length. However, CAN …