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The Applications of Machine Learning Algorithms in Vehicular Internet of Things: A Structured Literature Review and Avenue for Future Research Agenda

International Journal of Intelligent Systems, Volume 2026, Issue 1, 2026.
Vehicular ad hoc networks (VANETs) and the Internet of Things (IoT) are fundamental components of intelligent transportation systems (ITS). The evolution toward 6G‐enabled vehicular networks and the integration of heterogeneous sensors in modern vehicles have created new opportunities for improving routing efficiency, mobility management, scalability ...
Bing Song, Zhihong Qin, Kallol Mohanta
wiley   +1 more source

A Deep Learning Based Code Loop Discriminator for GPS Spoofing Mitigation [PDF]

Iranian Journal of Electrical and Electronic Engineering
A vital part of people's daily life is the position, navigation, and time service provided by the Global Positioning System (GPS), which is always accessible globally. Consequently, the security of the GPS receivers is crucial.
S. Tohidi, M. R. Mosavi
doaj  

A Review of the Internet of Things (IoT) Landscape: Technologies, Applications, and Open Challenges

Journal of Electrical and Computer Engineering, Volume 2026, Issue 1, 2026.
The Internet of Things (IoT) has emerged as a large‐scale ecosystem that integrates sensing, communication, and computation across diverse application domains. Its deployment spans smart homes, wearable devices, industrial automation, and smart cities, where heterogeneous devices are required to operate under strict performance, reliability, and ...
Sidna Jeddou, Luis Diez, Amine Baina, Najid Abdellah, Ramón Agüero, Deepali   +5 more
wiley   +1 more source

Tree-based Intelligent Intrusion Detection System in Internet of Vehicles

, 2019
The use of autonomous vehicles (AVs) is a promising technology in Intelligent Transportation Systems (ITSs) to improve safety and driving efficiency. Vehicle-to-everything (V2X) technology enables communication among vehicles and other infrastructures ...
Hamieh, Ismail, Moubayed, Abdallah, Shami, Abdallah, Yang, Li   +3 more
core   +1 more source

Recent Advancements, Challenges, and Future Directions of Integrating Drones in Smart City Traffic Management: A Systematic Review

Journal of Electrical and Computer Engineering, Volume 2026, Issue 1, 2026.
The implementation of unmanned aerial vehicles (UAVs) or drones has gained immense attention in recent years due to their high potential in enhancing traffic management in a smart city context. This systematic review aims to provide a thorough analysis of the applications of drones in smart traffic management, and limitations and challenges upon ...
Jiehan Teoh, Zi Xuan Lim, Yong Hang Chan, Ahnaf Shabab Kabir, Kian Meng Yap, Deepali   +5 more
wiley   +1 more source

SCER Spoofing Attacks on the Galileo Open Service and Machine Learning Techniques for End-User Protection

IEEE Access, 2020
Spoofing attacks pose a clear cybersecurity risk for all systems relying on Global Navigation Satellite Systems (GNSS) for time synchronization or positioning.
Francisco Gallardo, Antonio Perez Yuste
doaj   +1 more source

Impact of GPS Spoofing on HVDC Modulation [PDF]

Proceedings of the Annual Hawaii International Conference on System Sciences, 2020
Mani Venkatasubramanian, Nathan Eastlake
openaire   +2 more sources

PinMe: Tracking a Smartphone User around the World

, 2017
With the pervasive use of smartphones that sense, collect, and process valuable information about the environment, ensuring location privacy has become one of the most important concerns in the modern age.
Dai, Xiaoliang, Jha, Niraj, Mittal, Prateek, Mosenia, Arsalan   +3 more
core   +1 more source

Enhancing UAV Security Against GPS Spoofing Attacks Through a Genetic Algorithm-Driven Deep Learning Framework

Information
Unmanned Aerial Vehicles (UAVs) are increasingly employed across various domains, including communication, military, and delivery operations. Their reliance on the Global Positioning System (GPS) renders them vulnerable to GPS spoofing attacks, in which ...
Abdallah Al-Sabbagh, Aya El-Bokhary, Sana El-Koussa, Abdulrahman Jaber, Mahmoud Elkhodr   +4 more
doaj   +1 more source

Detection of UAV GPS Spoofing Attacks Using a Stacked Ensemble Method

Drones
Unmanned aerial vehicles (UAVs) are vulnerable to global positioning system (GPS) spoofing attacks, which can mislead their navigation systems and result in unpredictable catastrophic consequences.
Ting Ma, Xiaofeng Zhang, Zhexin Miao
doaj   +1 more source