[HTML][HTML] can-train-and-test: A Curated CAN Dataset for Automotive Intrusion Detection

B Lampe, W Meng - Computers & Security, 2024 - Elsevier
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 …

Investigation of Security Threat Datasets for Intra-and Inter-Vehicular Environments

A Haddaji, S Ayed, L Chaari Fourati… - Sensors, 2024 - mdpi.com
Vehicular networks have become a critical component of modern transportation systems by
facilitating communication between vehicles and infrastructure. Nonetheless, the security of …

[HTML][HTML] Adversarial attack detection framework based on optimized weighted conditional stepwise adversarial network

K Barik, S Misra, L Fernandez-Sanz - International Journal of Information …, 2024 - Springer
Abstract Artificial Intelligence (AI)-based IDS systems are susceptible to adversarial attacks
and face challenges such as complex evaluation methods, elevated false positive rates …

can-train-and-test: A New CAN Intrusion Detection Dataset

B Lampe, W Meng - 2023 IEEE 98th Vehicular Technology …, 2023 - ieeexplore.ieee.org
The controller area network (CAN) bus facilitates communication between a vehicle's
microcontrollers, known as electronic control units (ECUs). Developed in 1983, the CAN bus …

An Automated Threat Intelligence Framework for Vehicle Road Cooperation Systems

P Kumar, R Kumar, A Jolfaei… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Vehicle Road Cooperation Systems (VRCS) use next-generation Internet technologies,
including 5G, edge computing, and artificial intelligence to improve mobility, comfort, and …

[HTML][HTML] Sparsified federated learning with differential privacy for intrusion detection in VANETs based on Fisher Information Matrix

R Chen, X Chen, J Zhao - Plos one, 2024 - journals.plos.org
With the continuous development of vehicular ad hoc networks (VANET) security, using
federated learning (FL) to deploy intrusion detection models in VANET has attracted …

can-sleuth: Investigating and Evaluating Automotive Intrusion Detection Datasets

B Kidmose, W Meng - European Interdisciplinary Cybersecurity …, 2024 - dl.acm.org
The modern automobile is a network—specifically, a controller area network (CAN)—of
computers. Automotive computers manage the engine (eg, fuel injection), the transmission …

Intrusion detection and defence for CAN bus through frequency anomaly analysis and arbitration mechanism

Q Dong, Z Song, H Shao - Electronics Letters, 2024 - Wiley Online Library
As automobile intelligence continues to develop, the electronic control units connected to
the Controller Area Network (CAN) bus within vehicles face an increasing number of threats …

Enhancing Intrusion Detection System (IDS) Through Deep Packet Inspection (DPI) with Machine Learning approaches

KA Bathiri, M Vijayakumar - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
In today's era of ever connecting devices and exponential growth in the number of small
networks in every digital workspace, security concerns are also growing rapidly. Intrusion …

Enhancing Intrusion Detection in Mobile Ad-Hoc Networks: Comparative Study of Behavioral IDSs

TM Jelleli, AM Alimi - 2024 - researchsquare.com
With an emphasis on behavioral intrusion detection systems [BIDSs], this study investigates
the field of intrusion detection in mobile ad hoc networks [MANETs]. Because they are …