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 …

LSTM-based intrusion detection system for in-vehicle can bus communications

MD Hossain, H Inoue, H Ochiai, D Fall… - Ieee …, 2020 - ieeexplore.ieee.org
The modern automobile is a complex piece of technology that uses the Controller Area
Network (CAN) bus system as a central system for managing the communication between …

Deep learning in the fast lane: A survey on advanced intrusion detection systems for intelligent vehicle networks

M Almehdhar, A Albaseer, MA Khan… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
The rapid evolution of modern automobiles into intelligent and interconnected entities
presents new challenges in cybersecurity, particularly in Intrusion Detection Systems (IDS) …

Deep transfer learning based intrusion detection system for electric vehicular networks

ST Mehedi, A Anwar, Z Rahman, K Ahmed - Sensors, 2021 - mdpi.com
The Controller Area Network (CAN) bus works as an important protocol in the real-time In-
Vehicle Network (IVN) systems for its simple, suitable, and robust architecture. The risk of …

[HTML][HTML] ENIGMA: An explainable digital twin security solution for cyber–physical systems

S Suhail, M Iqbal, R Hussain, R Jurdak - Computers in Industry, 2023 - Elsevier
Abstract Digital Twins (DTs), being the virtual replicas of their physical counterparts, share
valuable knowledge of the underlying physical processes and act as data acquisition and …

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] can-train-and-test: A Curated CAN Dataset for Automotive Intrusion Detection

B Lampe, W Meng - Computers & Security, 2024 - Elsevier
When it comes to in-vehicle networks (IVNs), the controller area network (CAN) bus
dominates the market; automobiles manufactured and sold worldwide depend on the CAN …

SDN-based secure and privacy-preserving scheme for vehicular networks: A 5G perspective

S Garg, K Kaur, G Kaddoum, SH Ahmed… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The ever-increasing demands of vehicular networks pose significant challenges such as
availability, computation complexity, security, trust, authentication, etc. This becomes even …

Transformer-based attention network for in-vehicle intrusion detection

TP Nguyen, H Nam, D Kim - IEEE Access, 2023 - ieeexplore.ieee.org
Despite the significant advantages of communication systems between electronic control
units, the controller area network (CAN) protocol is vulnerable to attacks owing to its weak …