An intrusion detection system for the internet of things based on machine learning: Review and challenges
An intrusion detection system (IDS) is an active research topic and is regarded as one of the
important applications of machine learning. An IDS is a classifier that predicts the class of …
important applications of machine learning. An IDS is a classifier that predicts the class of …
A novel detection approach of unknown cyber-attacks for intra-vehicle networks using recurrence plots and neural networks
OY Al-Jarrah, K El Haloui, M Dianati… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
Proliferation of connected services in modern vehicles could make them vulnerable to a
wide range of cyber-attacks through intra-vehicle networks that connect various vehicle …
wide range of cyber-attacks through intra-vehicle networks that connect various vehicle …
On the Effects of Data Sampling for Deep Learning on Highly Imbalanced Data from SCADA Power Grid Substation Networks for Intrusion Detection
F Wotawa, H Mühlburger - 2021 IEEE 21st International …, 2021 - ieeexplore.ieee.org
The security of cyber-physical systems is constantly threatened through cyber-attacks using
available networking infrastructure. To prevent such attacks, anomaly-based intrusion …
available networking infrastructure. To prevent such attacks, anomaly-based intrusion …
A survey on sender identification methodologies for the controller area network
M Kneib - 2020 - dl.gi.de
The connectivity of modern vehicles is constantly increasing and consequently also the
amount of attack vectors. Researchers have shown that it is possible to access internal …
amount of attack vectors. Researchers have shown that it is possible to access internal …
Deep learning for in-vehicle intrusion detection system
Modern and future vehicles are complex cyber-physical systems. The connection to their
outside environment raises many security problems that impact our safety directly. In this …
outside environment raises many security problems that impact our safety directly. In this …
A real-time anomaly-based intrusion detection system for automotive controller area networks
LFP D'Andrada, PF de Araujo-Filho… - Anais do XXXVIII …, 2020 - sol.sbc.org.br
Resumo The Controller Area Network (CAN) is the most pervasive in-vehiclenetwork
technology in cars. However, since CAN was designed with no securityconcerns, solutions …
technology in cars. However, since CAN was designed with no securityconcerns, solutions …
Attacker Identification Using Low-Level Characteristics of Automotive ECUs
D DESAI, B GÜNKE - 2020 - odr.chalmers.se
Sammanfattning The Controller Area Network (CAN) is one of the most important In-Vehicle
Network (IVN) protocols used for reliable communication between Electrical Control Units …
Network (IVN) protocols used for reliable communication between Electrical Control Units …