A survey on ai/ml-driven intrusion and misbehavior detection in networked autonomous systems: Techniques, challenges and opportunities
AI/ML-based intrusion detection systems (IDSs) and misbehavior detection systems (MDSs)
have shown great potential in identifying anomalies in the network traffic of networked …
have shown great potential in identifying anomalies in the network traffic of networked …
[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 …
Quantum optimization for fast CAN bus intrusion detection
Modern vehicles, nowadays, come loaded with hundreds of different sensors generating a
huge amount of data. This data is shared and processed among different Electronic Control …
huge amount of data. This data is shared and processed among different Electronic Control …
Systematic evaluation of automotive intrusion detection datasets
A Vahidi, T Rosenstatter, NI Mowla - … of the 6th ACM Computer Science …, 2022 - dl.acm.org
Some current and next generation security solutions employ machine learning and related
technologies. Due to the nature of these applications, correct use of machine learning can …
technologies. Due to the nature of these applications, correct use of machine learning can …
CF-AIDS: Comprehensive Frequency-Agnostic Intrusion Detection System on In-Vehicle Network
MR Islam, M Sahlabadi, K Kim, Y Kim, K Yim - IEEE Access, 2023 - ieeexplore.ieee.org
Many studies have focused on obtaining high accuracy in the design of Intrusion Detection
Systems (IDS) for in-vehicle networks, neglecting the significance of different intensive …
Systems (IDS) for in-vehicle networks, neglecting the significance of different intensive …
Mitigating voltage fingerprint spoofing attacks on the controller area network bus
W Lalouani, Y Dang, M Younis - Cluster Computing, 2023 - Springer
Abstract The Controller Area Network (CAN) bus suffers security vulnerabilities that allow
message spoofing and masquerading Electronic Control Units (ECUs). A popular provision …
message spoofing and masquerading Electronic Control Units (ECUs). A popular provision …
Enhanced Intrusion Detection in In-Vehicle Networks using Advanced Feature Fusion and Stacking-Enriched Learning
A Altalbe - IEEE Access, 2023 - ieeexplore.ieee.org
Modern vehicles rely heavily on interconnected electronic control units (ECUs) through in-
vehicle networks to perform crucial functions such as braking and monitoring engine RPMs …
vehicle networks to perform crucial functions such as braking and monitoring engine RPMs …
A Method for Translating Automotive Body-Related CAN Messages Based on Labeled Bits
Z Bi, G Xu, C Wang, G Xu, S Zhang - Applied Sciences, 2023 - mdpi.com
Traditional mechanical parts have been increasingly replaced by in-vehicle electronic
control units (ECUs) that communicate via control area networks (CAN). For security …
control units (ECUs) that communicate via control area networks (CAN). For security …
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 …
facilitating communication between vehicles and infrastructure. Nonetheless, the security of …
Artificial Intelligence for Automotive Security: How to Support Developers in Automotive Solutions
V Santa Barletta, C Catalano… - … on Metrology for …, 2023 - ieeexplore.ieee.org
With newer and more advanced technologies in the automotive industry come complex and
sinister threats. To thwart attacks targeted at a vehicle's Controller Area Network (CAN) …
sinister threats. To thwart attacks targeted at a vehicle's Controller Area Network (CAN) …