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 …
Deep learning in the fast lane: A survey on advanced intrusion detection systems for intelligent vehicle networks
The rapid evolution of modern automobiles into intelligent and interconnected entities
presents new challenges in cybersecurity, particularly in Intrusion Detection Systems (IDS) …
presents new challenges in cybersecurity, particularly in Intrusion Detection Systems (IDS) …
Federated graph neural network for fast anomaly detection in controller area networks
Due to the lack of CAN frame encryption and authentication, CAN bus is vulnerable to
various attacks, which can in general be divided into message injection, suspension, and …
various attacks, which can in general be divided into message injection, suspension, and …
Security assessment of in-vehicle communication protocols
As the automotive industry has progressed in recent years, in-vehicle networks have also
changed. In contrast to traditional vehicles, modern vehicles communicate through …
changed. In contrast to traditional vehicles, modern vehicles communicate through …
DivaCAN: Detecting in-vehicle intrusion attacks on a controller area network using ensemble learning
The controller area network (CAN) protocol is a critical communication mechanism in
vehicular systems. However, the widespread adoption of this protocol has introduced …
vehicular systems. However, the widespread adoption of this protocol has introduced …
MGA-IDS: Optimal feature subset selection for anomaly detection framework on in-vehicle networks-CAN bus based on genetic algorithm and intrusion detection …
Controller area network (CAN) bus which provides efficient, reliable and robust
communication between electronic control units (ECUs) is the most frequently used protocol …
communication between electronic control units (ECUs) is the most frequently used protocol …
A novel framework for detection and prevention of denial of service attacks on autonomous vehicles using fuzzy logic
Every year, millions of people lose their lives due to road accidents, and countless others
suffer from severe injuries. Moreover, these accidents cause economic losses worldwide …
suffer from severe injuries. Moreover, these accidents cause economic losses worldwide …
Intrusion detection system can-bus in-vehicle networks based on the statistical characteristics of attacks
For in-vehicle network communication, the controller area network (CAN) broadcasts to all
connected nodes without address validation. Therefore, it is highly vulnerable to all sorts of …
connected nodes without address validation. Therefore, it is highly vulnerable to all sorts of …
The hybrid similar neighborhood robust factorization machine model for can bus intrusion detection in the in-vehicle network
Controller area network (CAN) is the most commonly used bus technology for In-vehicle
network and uses multicast communication without corresponding security measures …
network and uses multicast communication without corresponding security measures …
Design and Experimental Assessment of Real-Time Anomaly Detection Techniques for Automotive Cybersecurity
In recent decades, an exponential surge in technological advancements has significantly
transformed various aspects of daily life. The proliferation of indispensable objects such as …
transformed various aspects of daily life. The proliferation of indispensable objects such as …