Machine learning for wireless sensor networks security: An overview of challenges and issues

R Ahmad, R Wazirali, T Abu-Ain - Sensors, 2022 - mdpi.com
Energy and security are major challenges in a wireless sensor network, and they work
oppositely. As security complexity increases, battery drain will increase. Due to the limited …

A survey on machine learning-based misbehavior detection systems for 5g and beyond vehicular networks

A Boualouache, T Engel - IEEE Communications Surveys & …, 2023 - ieeexplore.ieee.org
Advances in Vehicle-to-Everything (V2X) technology and onboard sensors have significantly
accelerated deploying Connected and Automated Vehicles (CAVs). Integrating V2X with 5G …

Demystifying in-vehicle Intrusion Detection Systems: A survey of surveys and a meta-taxonomy

G Karopoulos, G Kambourakis, E Chatzoglou… - Electronics, 2022 - mdpi.com
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 …

[HTML][HTML] Novel hyper-tuned ensemble random forest algorithm for the detection of false basic safety messages in internet of vehicles

GO Anyanwu, CI Nwakanma, JM Lee, DS Kim - ICT Express, 2023 - Elsevier
Detection of nodes disseminating false data is a prerequisite for effective deployment of
Internet of Vehicles (IoV) services. This work proposed a novel hyper-tuned ensemble …

A survey on mobile road side units in VANETs

T Karunathilake, A Förster - Vehicles, 2022 - mdpi.com
The number of vehicles on the road increases daily, causing many fatal accidents and
wasting much time for the average commuter every day due to congestion. Vehicular ad hoc …

Optimization of RBF-SVM Kernel using Grid Search Algorithm for DDoS Attack Detection in SDN-based VANET

GO Anyanwu, CI Nwakanma, JM Lee… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The dynamic nature of the vehicular space exposes it to distributed malicious attacks
irrespective of the integration of enabling technologies. The Software-Defined Network …

Packet header compression: A principle-based survey of standards and recent research studies

M Tömösközi, M Reisslein… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Many emerging communication applications transmit packets with small payloads, yet
require rich metadata context for the proper functioning of the various involved protocol …

Milestones in Autonomous Driving and Intelligent Vehicles—Part 1: Control, Computing System Design, Communication, HD Map, Testing, and Human Behaviors

L Chen, Y Li, C Huang, Y Xing, D Tian… - … on Systems, Man …, 2023 - ieeexplore.ieee.org
Interest in autonomous driving (AD) and intelligent vehicles (IVs) is growing at a rapid pace
due to the convenience, safety, and economic benefits. Although a number of surveys have …

A comprehensive survey of v2x cybersecurity mechanisms and future research paths

R Sedar, C Kalalas, F Vázquez-Gallego… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Recent advancements in vehicle-to-everything (V2X) communication have notably improved
existing transport systems by enabling increased connectivity and driving autonomy levels …

Deep learning to improve false data injection attack detection in cooperative intelligent transportation systems

SA Almalki, FT Sheldon - 2021 IEEE 12th Annual Information …, 2021 - ieeexplore.ieee.org
This work proposes a local-global fuzzy-clustering feature extraction scheme for detecting
False Data Injection Attacks (FDIA). In this scheme, the data undergo several pre-processing …