Cybersecurity for autonomous vehicles: Review of attacks and defense

K Kim, JS Kim, S Jeong, JH Park, HK Kim - Computers & security, 2021 - Elsevier
As technology has evolved, cities have become increasingly smart. Smart mobility is a
crucial element in smart cities, and autonomous vehicles are an essential part of smart …

Ai-based intrusion detection systems for in-vehicle networks: A survey

S Rajapaksha, H Kalutarage, MO Al-Kadri… - ACM Computing …, 2023 - dl.acm.org
The Controller Area Network (CAN) is the most widely used in-vehicle communication
protocol, which still lacks the implementation of suitable security mechanisms such as …

Consumer IoT: Security vulnerability case studies and solutions

T Alladi, V Chamola, B Sikdar… - IEEE Consumer …, 2020 - ieeexplore.ieee.org
As consumer Internet of Things (IoT) devices become increasingly pervasive in our society,
there is a need to understand the underpinning security risks. Therefore, in this article, we …

Novel deep learning-enabled LSTM autoencoder architecture for discovering anomalous events from intelligent transportation systems

J Ashraf, AD Bakhshi, N Moustafa… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Intelligent Transportation Systems (ITS), especially Autonomous Vehicles (AVs), are
vulnerable to security and safety issues that threaten the lives of the people. Unlike manual …

[HTML][HTML] Cybersecurity challenges in vehicular communications

Z El-Rewini, K Sadatsharan, DF Selvaraj… - Vehicular …, 2020 - Elsevier
As modern vehicles are capable to connect to an external infrastructure and Vehicle-to-
Everything (V2X) communication technologies mature, the necessity to secure …

Cyber-attacks in the next-generation cars, mitigation techniques, anticipated readiness and future directions

SK Khan, N Shiwakoti, P Stasinopoulos… - Accident Analysis & …, 2020 - Elsevier
Abstract Modern-day Connected and Autonomous Vehicles (CAVs) with more than 100
million code lines, running up-to a hundred Electronic Control Units (ECUs) will create and …

Attacks on self-driving cars and their countermeasures: A survey

A Chowdhury, G Karmakar, J Kamruzzaman… - IEEE …, 2020 - ieeexplore.ieee.org
Intelligent Traffic Systems (ITS) are currently evolving in the form of a cooperative ITS or
connected vehicles. Both forms use the data communications between Vehicle-to-Vehicle …

HDL-IDS: a hybrid deep learning architecture for intrusion detection in the Internet of Vehicles

S Ullah, MA Khan, J Ahmad, SS Jamal, Z e Huma… - Sensors, 2022 - mdpi.com
Internet of Vehicles (IoV) is an application of the Internet of Things (IoT) network that
connects smart vehicles to the internet, and vehicles with each other. With the emergence of …

The security of autonomous driving: Threats, defenses, and future directions

K Ren, Q Wang, C Wang, Z Qin… - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
Autonomous vehicles (AVs) have promised to drastically improve the convenience of driving
by releasing the burden of drivers and reducing traffic accidents with more precise control …

A survey on the current security landscape of intelligent transportation systems

A Lamssaggad, N Benamar, AS Hafid, M Msahli - IEEE Access, 2021 - ieeexplore.ieee.org
With the proliferation of embedded technologies and wireless capabilities, today's vehicles
are no longer isolated mechanical machines. They become part of a hyper-connected …