[HTML][HTML] A survey of deep learning-based intrusion detection in automotive applications

B Lampe, W Meng - Expert Systems with Applications, 2023 - Elsevier
Modern automobiles depend on internal vehicle networks (IVNs) to control systems from the
anti-lock brakes to the transmission to the locks on the doors. Many IVNs, particularly the …

Intrusion detection in the automotive domain: A comprehensive review

B Lampe, W Meng - IEEE Communications Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The automotive domain has realized amazing advancements in communication,
connectivity, and automation—and at a breakneck pace. Such advancements come with …

A survey on controller area network reverse engineering

A Buscemi, I Turcanu, G Castignani… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Controller Area Network (CAN) is a masterless serial bus designed and widely used for the
exchange of mission and time-critical information within commercial vehicles. In-vehicle …

Security assessment of in-vehicle communication protocols

A Anwar, A Anwar, L Moukahal, M Zulkernine - Vehicular Communications, 2023 - Elsevier
As the automotive industry has progressed in recent years, in-vehicle networks have also
changed. In contrast to traditional vehicles, modern vehicles communicate through …

High-dimensional time series analysis and anomaly detection: A case study of vehicle behavior modeling and unhealthy state detection

M Alizadeh, J Ma - Advanced Engineering Informatics, 2023 - Elsevier
With the growing complexity of modern vehicles in the digital era, ensuring the reliability of
vehicle system becomes a challenge that needs a responsive framework to monitor and …

An Anomaly Detection Method Based on Multiple LSTM-Autoencoder Models for In-Vehicle Network

T Kim, J Kim, I You - Electronics, 2023 - mdpi.com
The CAN (Controller Area Network) protocol is widely adopted for in-vehicle networks due to
its cost efficiency and reliable transmission. However, despite its popularity, the protocol …

Real Time Perfect Bit Modification Attack on In-Vehicle CAN

Y Lee, YE Kim, JG Chung, S Woo - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The vulnerabilities of controller area network (CAN) are often targeted by various types of
vehicle hacking. To this end, conventional cyber attacks have used a frame injection and a …

Resilient countermeasures against Cyber-Attacks on Self-Driving car architecture

JM Qurashi, K Jambi, F Alsolami… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Self-driving cars, believed to be on track to become a seven trillion-dollar industry by 2050,
are likely to be a popular mode of transportation in the near future, as the technology …

Intrusion Detection Systems to Secure In-Vehicle Networks

L Zhang - 2023 - deepblue.lib.umich.edu
With recent advancements in the automotive world and the introduction of autonomous
vehicles, more software-driven electrical components and wireless connectivity are being …

[PDF][PDF] Intrusion Detection in Electric Vehicles using Machine Learning with Model Explainability.

MAS Sardar, H Saha, MN Sultan… - J. Inf. Hiding Multim. Signal …, 2023 - jihmsp.org
In this Fourth Industrial Revolution, the transport system is now at a different level. Electric
Vehicle is now gaining importance day by day for their uncommon features. But, intrusion …