Analysis of ID sequences similarity using DTW in intrusion detection for CAN bus
Connected vehicles have recently attracted considerable attention for revolutionizing the
transportation industry. Although connectivity brings about a vast number of benefits, it can …
transportation industry. Although connectivity brings about a vast number of benefits, it can …
SIDiLDNG: A similarity-based intrusion detection system using improved Levenshtein Distance and N-gram for CAN
J Song, G Qin, Y Liang, J Yan, M Sun - Computers & Security, 2024 - Elsevier
Due to the absence of encryption and authentication mechanisms in the Controller Area
Network (CAN), it is highly susceptible to attacks, especially with the increasing connectivity …
Network (CAN), it is highly susceptible to attacks, especially with the increasing connectivity …
ID sequence analysis for intrusion detection in the CAN bus using long short term memory networks
The number of computer controlled vehicles throughout the world is rising at a staggering
speed. Even though this enhances the driving experience, it opens a new security hole in …
speed. Even though this enhances the driving experience, it opens a new security hole in …
Anomaly detection in vehicular CAN bus using message identifier sequences
TCM Dönmez - IEEE Access, 2021 - ieeexplore.ieee.org
As the automotive industry moves forward, security of vehicular networks becomes
increasingly important. Controller area network (CAN bus) remains as one of the most …
increasingly important. Controller area network (CAN bus) remains as one of the most …
STC‐IDS: Spatial–temporal correlation feature analyzing based intrusion detection system for intelligent connected vehicles
Intrusion detection is an important defensive measure for automotive communications
security. Accurate frame detection models assist vehicles to avoid malicious attacks …
security. Accurate frame detection models assist vehicles to avoid malicious attacks …
Universal intrusion detection system on in-vehicle network
Abstract The Controller Area Network (CAN) protocol is widely used in automotive and
industrial applications for communication. However, the lack of authentication and …
industrial applications for communication. However, the lack of authentication and …
Anomaly intrusion detection method for vehicular networks based on survival analysis
In recent years, alongside with the convergence of In-vehicle network (IVN) and wireless
communication technology, vehicle communication technology has been steadily …
communication technology, vehicle communication technology has been steadily …
Cosine similarity based anomaly detection methodology for the CAN bus
In recent years, vehicular technology has rapidly evolved in terms of the driver's
convenience and safety, along with the convergence of vehicle communication and the …
convenience and safety, along with the convergence of vehicle communication and the …
Detecting attacks to internal vehicle networks through Hamming distance
D Stabili, M Marchetti… - 2017 AEIT International …, 2017 - ieeexplore.ieee.org
Analysis of in-vehicle networks is an open research area that gained relevance after recent
reports of cyber attacks against connected vehicles. After those attacks gained international …
reports of cyber attacks against connected vehicles. After those attacks gained international …
A lightweight intrusion detection system for can protocol using neighborhood similarity
The Controller Area Network (CAN) protocol is the most commonly used communication
protocol for in-vehicle networks due to its simplicity, efficiency and robustness. However, the …
protocol for in-vehicle networks due to its simplicity, efficiency and robustness. However, the …