Real-Time Intrusion Detection in Connected Autonomous Vehicles

A Kumar, TK Das - Inventive Systems and Control: Proceedings of ICISC …, 2023 - Springer
Connected autonomous vehicles (aka CAVs) have shown a new paradigm in the
transportation field by reducing cost, managing traffic and efficiently use of fuels. These …

CAVIDS: Real time intrusion detection system for connected autonomous vehicles using logical analysis of data

A Kumar, TK Das - Vehicular Communications, 2023 - Elsevier
Abstract In recent times, Connected Autonomous Vehicles (CAVs) have been gaining
popularity and have already begun to revolutionize the transport industry, mainly using real …

Machine learning for intrusion detection systems in autonomous transportation

E Gherbi - 2021 - inria.hal.science
Despite all the different technological innovations and advances in the automotive field,
autonomous vehicles are still in the testing phase. Many actors are working on several …

A Machine Learning-Based Intrusion Detection Approach for Intelligent Connected Vehicles

J Liu, W Fan - 2023 24st Asia-Pacific Network Operations and …, 2023 - ieeexplore.ieee.org
The current intelligent connected vehicles (ICV) often need to share the detected intrusion
events to the cloud for further collaborative investigation. However, it was found that the high …

AI for cybersecurity in distributed automotive IoT systems

VK Kukkala, SV Thiruloga, S Pasricha - Frontiers of Quality Electronic …, 2023 - Springer
The widespread adoption of autonomy in vehicle subsystems has led to modern vehicles
being highly connected to various external systems, to achieve robust and high efficiency …

Intelligent intrusion detection in external communication systems for autonomous vehicles

KM Ali Alheeti, K McDonald-Maier - Systems Science & Control …, 2018 - Taylor & Francis
Self-driving vehicles are known to be vulnerable to different types of attacks due to the type
of communication systems which are utilized in these vehicles. These vehicles are …

A hybrid approach toward efficient and accurate intrusion detection for in-vehicle networks

L Zhang, D Ma - IEEE Access, 2022 - ieeexplore.ieee.org
With recent advancements in the automotive world and the introduction of autonomous
vehicles, automotive security has become a real and important issue. Modern vehicles have …

AI-based intrusion detection for intelligence internet of vehicles

D Man, F Zeng, J Lv, S Xuan, W Yang… - IEEE Consumer …, 2021 - ieeexplore.ieee.org
With the development of intelligent technologies, Internet of Things (IoT) opens up a new era
in the field of automotive networks, namely, Internet of Vehicles (IoV). The main goal of IoV is …

IIDS: Intelligent intrusion detection system for sustainable development in autonomous vehicles

S Anbalagan, G Raja, S Gurumoorthy… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Connected and Autonomous Vehicles (CAVs) enable various capabilities and functionalities
like automated driving assistance, navigation and path planning, cruise control, independent …

MTH-IDS: A multitiered hybrid intrusion detection system for internet of vehicles

L Yang, A Moubayed, A Shami - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Modern vehicles, including connected vehicles and autonomous vehicles, nowadays
involve many electronic control units connected through intravehicle networks (IVNs) to …