Intrusion detection method using bi-directional GPT for in-vehicle controller area networks

M Nam, S Park, DS Kim - IEEE Access, 2021 - ieeexplore.ieee.org
The controller area network (CAN) bus protocol is exposed to threats from various attacks
because it is designed without consideration of security. In a normal vehicle operation …

[PDF][PDF] EASI: Edge-Based Sender Identification on Resource-Constrained Platforms for Automotive Networks.

M Kneib, O Schell, C Huth - NDSS, 2020 - pdfs.semanticscholar.org
EASI: Edge-Based Sender Identification on Resource- Constrained Platforms for Automotive
Networks Page 1 EASI: Edge-Based Sender Identification on ResourceConstrained Platforms …

Daga: Detecting attacks to in-vehicle networks via n-gram analysis

D Stabili, L Ferretti, M Andreolini… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recent research showcased several cyber-attacks against unmodified licensed vehicles,
demonstrating the vulnerability of their internal networks. Many solutions have already been …

[HTML][HTML] 智能网联汽车安全防护技术研究综述

周建华, 侯英哲, 吕臣臣, 刘冬, 孙娅苹… - 武汉大学学报(理学版 …, 2023 - xblx.whu.edu.cn
随着移动互联网和工业智能化的快速发展, 以智能网联汽车为核心的下一代智能交通系统逐渐
深入城市居民生活. 然而, 该前沿技术在为出行服务带来便利的同时, 近年来也逐渐暴露出诸如 …

A multidisciplinary detection system for cyber attacks on powertrain cyber physical systems

D Stabili, R Romagnoli, M Marchetti, B Sinopoli… - Future Generation …, 2023 - Elsevier
With the introduction of external connectivity to modern vehicles, both academic and industry
security practitioners addressed the issues related to external communication interfaces …

TTIDS: Transmission-resuming time-based intrusion detection system for controller area network (CAN)

S Lee, HJ Jo, A Cho, DH Lee, W Choi - IEEE Access, 2022 - ieeexplore.ieee.org
Modern vehicles are becoming complex cyber-physical systems equipped with numerous
electronic control units (ECUs). Over the controller area network (CAN), these ECUs …

{SAID}: State-aware defense against injection attacks on in-vehicle network

L Xue, Y Liu, T Li, K Zhao, J Li, L Yu, X Luo… - 31st USENIX Security …, 2022 - usenix.org
Modern vehicles are equipped with many ECUs (Electronic Control Unit) that are connected
to the IVN (In-Vehicle Network) for controlling the vehicles. Meanwhile, various interfaces of …

Performance comparison of timing-based anomaly detectors for controller area network: A reproducible study

F Pollicino, D Stabili, M Marchetti - ACM Transactions on Cyber-Physical …, 2024 - dl.acm.org
This work presents an experimental evaluation of the detection performance of eight
different algorithms for anomaly detection on the Controller Area Network (CAN) bus of …

CANSentry: Securing CAN-Based Cyber-Physical Systems against Denial and Spoofing Attacks

A Humayed, F Li, J Lin, B Luo - … 25th European Symposium on Research in …, 2020 - Springer
Abstract The Controller Area Network (CAN) has been widely adopted as the de facto
standard to support the communication between the ECUs and other computing …

Comparison of machine learning-based anomaly detectors for controller area network

A Venturi, D Stabili, F Pollicino… - 2022 IEEE 21st …, 2022 - ieeexplore.ieee.org
This paper presents a comparative analysis of different Machine Learning-based detection
algorithms designed for Controller Area Network (CAN) communication on three different …