Stochastic gradient descent classifier-based lightweight intrusion detection systems using the efficient feature subsets of datasets
J Azimjonov, T Kim - Expert Systems with Applications, 2024 - Elsevier
Abstract The Internet of Things (IoT) has become an essential part of our daily lives.
However, with the increasing use of IoT, the number of botnet attacks targeting resource …
However, with the increasing use of IoT, the number of botnet attacks targeting resource …
[HTML][HTML] A review of security attacks and intrusion detection in the vehicular networks
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 …
integrity of communication within these networks has become a paramount concern. This …
AI-based anomaly identification techniques for vehicles communication protocol systems: Comprehensive investigation, research opportunities and challenges
Abstract The use of Controller Area Network in advanced automobiles as a communication
technology is becoming more common. However, there is a lack of adequate privacy …
technology is becoming more common. However, there is a lack of adequate privacy …
[HTML][HTML] can-train-and-test: A Curated CAN Dataset for Automotive Intrusion Detection
When it comes to in-vehicle networks (IVNs), the controller area network (CAN) bus
dominates the market; automobiles manufactured and sold worldwide depend on the CAN …
dominates the market; automobiles manufactured and sold worldwide depend on the CAN …
HDA-IDS: A Hybrid DoS Attacks Intrusion Detection System for IoT by using semi-supervised CL-GAN
In recent years, the application of the internet of things (IoT) in areas such as intelligent
transportation, smart cities, and the industrial internet has become increasingly widespread …
transportation, smart cities, and the industrial internet has become increasingly widespread …
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 …
[PDF][PDF] A Novel Intrusion Detection Model of Unknown Attacks Using Convolutional Neural Networks.
A Alsaleh - Computer Systems Science & Engineering, 2024 - cdn.techscience.cn
With the increasing number of connected devices in the Internet of Things (IoT) era, the
number of intrusions is also increasing. An intrusion detection system (IDS) is a secondary …
number of intrusions is also increasing. An intrusion detection system (IDS) is a secondary …
[HTML][HTML] Unsupervised Intrusion Detection System for In-Vehicle Communication Networks
In-vehicle communication has been optimized day to day to keep updated of the
technologies. Control area network (CAN) is used as a standard communication method …
technologies. Control area network (CAN) is used as a standard communication method …
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 …
to multiple types of cyber-threats. Attackers can inject malicious messages into the CAN bus …
[PDF][PDF] Investigating the Impact of Evasion Attacks Against Automotive Intrusion Detection Systems
P Cerracchio, S Longari, M Carminati… - … on Vehicles Security …, 2024 - ndss-symposium.org
The evolution of vehicles has led to the integration of numerous devices that communicate
via the controller area network (CAN) protocol. This protocol lacks security measures …
via the controller area network (CAN) protocol. This protocol lacks security measures …