Can-bert do it? controller area network intrusion detection system based on bert language model

N Alkhatib, M Mushtaq, H Ghauch… - 2022 IEEE/ACS 19th …, 2022 - ieeexplore.ieee.org
Due to the rising number of sophisticated customer functionalities, electronic control units
(ECUs) are increasingly integrated into modern automotive systems. However, the high …

One-class classification for intrusion detection on vehicular networks

J Guidry, F Sohrab, R Gottumukkala… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Controller Area Network bus systems within ve-hicular networks are not equipped with the
tools necessary to ward off and protect themselves from modern cyber-security threats. Work …

Road context-aware intrusion detection system for autonomous cars

J Jiang, C Wang, S Chattopadhyay… - … Security: 21st International …, 2020 - Springer
Security is of primary importance to vehicles. The viability of performing remote intrusions to
the in-vehicle network has been manifested. For unmanned autonomous cars, limited work …

Intrusion detection systems for intra-vehicle networks: A review

OY Al-Jarrah, C Maple, M Dianati, D Oxtoby… - Ieee …, 2019 - ieeexplore.ieee.org
A modern vehicle is a complex system of sensors, electronic control units, and actuators
connected through different types of intra-vehicle networks to control and monitor the state of …

Signature-based intrusion detection system (IDS) for in-vehicle CAN bus network

S Jin, JG Chung, Y Xu - 2021 IEEE international symposium on …, 2021 - ieeexplore.ieee.org
In-vehicle CAN (Controller Area Network) bus network does not have any network security
protection measures, which is facing a serious network security threat. However, most of the …

VoltageIDS: Low-level communication characteristics for automotive intrusion detection system

W Choi, K Joo, HJ Jo, MC Park… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The proliferation of computerized functions aimed at enhancing drivers' safety and
convenience has increased the number of vehicular attack surfaces accordingly. The …

DESC-IDS: Towards an efficient real-time automotive intrusion detection system based on deep evolving stream clustering

P Cheng, M Han, G Liu - Future Generation Computer Systems, 2023 - Elsevier
Controller area network (CAN) is a widely used communication protocol for in-vehicle
networks. With the up-gradation of traditional vehicle ad-hoc networks (VANETs) to the …

DL‐IDS: Extracting Features Using CNN‐LSTM Hybrid Network for Intrusion Detection System

P Sun, P Liu, Q Li, C Liu, X Lu, R Hao… - Security and …, 2020 - Wiley Online Library
Many studies utilized machine learning schemes to improve network intrusion detection
systems recently. Most of the research is based on manually extracted features, but this …

[HTML][HTML] Attacks to automatous vehicles: A deep learning algorithm for cybersecurity

THH Aldhyani, H Alkahtani - Sensors, 2022 - mdpi.com
Rapid technological development has changed drastically the automotive industry. Network
communication has improved, helping the vehicles transition from completely machine-to …

Securing CAN bus in connected and autonomous vehicles using supervised machine learning approaches

R Gundu, M Maleki - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
Connected and Autonomous Vehicles (CAVs) are becoming a promising solution in
Intelligent Transportation Systems (ITS). Despite these advancements, vehicles still use a …