AI-based anomaly identification techniques for vehicles communication protocol systems: Comprehensive investigation, research opportunities and challenges

H Ahmad, MM Gulzar, S Aziz, S Habib, I Ahmed - Internet of Things, 2024 - Elsevier
Abstract The use of Controller Area Network in advanced automobiles as a communication
technology is becoming more common. However, there is a lack of adequate privacy …

Spotr: GPS spoofing detection via device fingerprinting

M Foruhandeh, AZ Mohammed, G Kildow… - Proceedings of the 13th …, 2020 - dl.acm.org
As the world's predominant navigation system, GPS is critical to modern life, finding
applications in diverse areas like information security, healthcare, marketing, and power and …

Survey of control-flow integrity techniques for real-time embedded systems

T Mishra, T Chantem, R Gerdes - ACM Transactions on Embedded …, 2022 - dl.acm.org
Computing systems, including real-time embedded systems, are becoming increasingly
connected to allow for more advanced and safer operation. Such embedded systems are …

PLI-TDC: Super fine delay-time based physical-layer identification with time-to-digital converter for in-vehicle networks

S Ohira, AK Desta, I Arai, K Fujikawa - … of the 2021 ACM Asia conference …, 2021 - dl.acm.org
Recently, cyberattacks on Controller Area Network (CAN) which is one of the automotive
networks are becoming a severe problem. CAN is a protocol for communicating among …

Systematic evaluation of automotive intrusion detection datasets

A Vahidi, T Rosenstatter, NI Mowla - … of the 6th ACM Computer Science …, 2022 - dl.acm.org
Some current and next generation security solutions employ machine learning and related
technologies. Due to the nature of these applications, correct use of machine learning can …

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 …

ERACAN: Defending Against an Emerging CAN Threat Model

Z Tang, K Serag, S Zonouz, ZB Celik, D Xu… - Proceedings of the 2024 …, 2024 - dl.acm.org
The Controller Area Network (CAN) is a pivotal communication protocol extensively utilized
in vehicles, aircraft, factories, and diverse cyber-physical systems (CPSs). The extensive …

SPARTA: Signal Propagation-based Attack Recognition and Threat Avoidance for Automotive Networks

O Schell, M Kneib - Proceedings of the 2023 ACM Asia Conference on …, 2023 - dl.acm.org
With wider availability of wireless interfaces and a rising integration of software, it becomes
easier for attackers to access vehicular communication networks and exploit vulnerabilities …

Teecheck: Securing intra-vehicular communication using trusted execution

T Mishra, T Chantem, R Gerdes - … of the 28th International Conference on …, 2020 - dl.acm.org
Modern vehicles have a large number of advanced driver assistance systems (eg, adaptive
cruise control and automatic lane kee**) that depend on the timely availability of data …