Demystifying in-vehicle intrusion detection systems: A survey of surveys and a meta-taxonomy
Breaches in the cyberspace due to cyber-physical attacks can harm the physical space, and
any type of vehicle is an alluring target for wrongdoers for an assortment of reasons …
any type of vehicle is an alluring target for wrongdoers for an assortment of reasons …
In-vehicle network intrusion detection systems: a systematic survey of deep learning-based approaches
F Luo, J Wang, X Zhang, Y Jiang, Z Li, C Luo - PeerJ Computer Science, 2023 - peerj.com
Developments in connected and autonomous vehicle technologies provide drivers with
many convenience and safety benefits. Unfortunately, as connectivity and complexity within …
many convenience and safety benefits. Unfortunately, as connectivity and complexity within …
TCAN-IDS: intrusion detection system for internet of vehicle using temporal convolutional attention network
P Cheng, K Xu, S Li, M Han - Symmetry, 2022 - mdpi.com
Intrusion detection systems based on recurrent neural network (RNN) have been considered
as one of the effective methods to detect time-series data of in-vehicle networks. However …
as one of the effective methods to detect time-series data of in-vehicle networks. However …
GGNB: Graph-based Gaussian naive Bayes intrusion detection system for CAN bus
The national highway traffic safety administration (NHTSA) identified cybersecurity of the
automobile systems are more critical than the security of other information systems …
automobile systems are more critical than the security of other information systems …
DESC-IDS: Towards an efficient real-time automotive intrusion detection system based on deep evolving stream clustering
P Cheng, M Han, G Liu - Future Generation Computer Systems, 2023 - Elsevier
Controller area network (CAN) is a widely used communication protocol for in-vehicle
networks. With the up-gradation of traditional vehicle ad-hoc networks (VANETs) to the …
networks. With the up-gradation of traditional vehicle ad-hoc networks (VANETs) to the …
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 …
Statistical detection of adversarial examples in blockchain-based federated forest in-vehicle network intrusion detection systems
I Aliyu, S Van Engelenburg, MB Mu'Azu, J Kim… - IEEE …, 2022 - ieeexplore.ieee.org
The internet-of-Vehicle (IoV) can facilitate seamless connectivity between connected
vehicles (CV), autonomous vehicles (AV), and other IoV entities. Intrusion Detection Systems …
vehicles (CV), autonomous vehicles (AV), and other IoV entities. Intrusion Detection Systems …
In-Vehicle Network Intrusion Detection System Using CAN Frame-Aware Features
With the advancement of connected and automated vehicles (CAVs), drivers now have
access to convenient features such as lane-keeping, cruise control, and more. The …
access to convenient features such as lane-keeping, cruise control, and more. The …
Multi-order feature interaction-aware intrusion detection scheme for ensuring cyber security of intelligent connected vehicles
W Gong, S Yang, H Guang, B Ma, B Zheng… - … Applications of Artificial …, 2024 - Elsevier
The evolution of technology has raised concerns regarding cybersecurity for intelligent
connected vehicles (ICVs). In-vehicle network in ICVs lacks robust protection mechanisms …
connected vehicles (ICVs). In-vehicle network in ICVs lacks robust protection mechanisms …
Network intrusion detection and prevention strategy with data encryption using hybrid detection classifier
C Pradeepthi, BU Maheswari - Multimedia Tools and Applications, 2024 - Springer
Advances in technology and communication have led to an increase in data and network
sizes. As a result, many intrusions (attacks) are created and pose more challenges to …
sizes. As a result, many intrusions (attacks) are created and pose more challenges to …