TOW-IDS: intrusion detection system based on three overlapped wavelets for automotive ethernet

ML Han, BI Kwak, HK Kim - IEEE Transactions on Information …, 2022 - ieeexplore.ieee.org
Devices that ensure vehicle and driver safety or provide services to drivers generate a
substantial amount of network traffic. The traffic is transmitted to the In-Vehicle Network (IVN) …

G-idcs: Graph-based intrusion detection and classification system for can protocol

SB Park, HJ Jo, DH Lee - IEEE Access, 2023 - ieeexplore.ieee.org
The security of in-vehicle networks has become an important issue as automobiles become
more connected and automated. In this paper, we propose a graph-based intrusion …

CANPerFL: improve in-vehicle intrusion detection performance by sharing knowledge

TN Hoang, MR Islam, K Yim, D Kim - Applied Sciences, 2023 - mdpi.com
The Controller Area Network (CAN) is a widely used communication protocol in
automobiles, but it is vulnerable to various types of attacks. To address this issue …

A novel hybrid quantum-classical framework for an in-vehicle controller area network intrusion detection

MS Salek, PK Biswas, J Pollard, J Hales, Z Shen… - IEEE …, 2023 - ieeexplore.ieee.org
In-vehicle controller area network (CAN) is susceptible to various cyberattacks due to its
broadcast-based communication nature. An attacker can inject false messages to a vehicle's …

Development of quantum-enhanced authenticated key agreement protocol for autonomous vehicles

D Mishra, K Pursharthi, P Rewal - Vehicular Communications, 2023 - Elsevier
Autonomous vehicle (AV) technology for self-driving has emerged as a promising solution to
alleviate traffic congestion, reduce accidents, and optimize road capacity and fuel …

In-vehicle network intrusion detection systems: a systematic survey of deep learning-based approaches

F Luo, J Wang, X Zhang, Y Jiang, Z Li, C Luo - PeerJ Computer Science, 2023 - peerj.com
Developments in connected and autonomous vehicle technologies provide drivers with
many convenience and safety benefits. Unfortunately, as connectivity and complexity within …

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) …

[HTML][HTML] Supervised contrastive ResNet and transfer learning for the in-vehicle intrusion detection system

TN Hoang, D Kim - Expert Systems with Applications, 2024 - Elsevier
High-end vehicles have been equipped with several electronic control units (ECUs), which
provide upgrading functions to enhance the driving experience. The controller area network …

CANSat-IDS: An adaptive distributed Intrusion Detection System for satellites, based on combined classification of CAN traffic

O Driouch, S Bah, Z Guennoun - Computers & Security, 2024 - Elsevier
The increasing dependence on satellite technology for critical applications, such as
telecommunications, Earth observation, and navigation, underscores the need for robust …

AERO: Automotive ethernet real-time observer for anomaly detection in in-vehicle networks

S Jeong, HK Kim, ML Han… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Automotive Ethernet enables high-bandwidth in-vehicle networking, facilitating the
transmission of sensor data among electronic control units. However, the increasing …