Ai-based intrusion detection systems for in-vehicle networks: A survey

S Rajapaksha, H Kalutarage, MO Al-Kadri… - ACM Computing …, 2023 - dl.acm.org
The Controller Area Network (CAN) is the most widely used in-vehicle communication
protocol, which still lacks the implementation of suitable security mechanisms such as …

Security issues in Internet of Vehicles (IoV): A comprehensive survey

H Taslimasa, S Dadkhah, ECP Neto, P **ong, S Ray… - Internet of Things, 2023 - Elsevier
Nowadays, connected vehicles have a major role in enhancing the driving experience.
Connected vehicles in the network share their knowledge with the help of the network …

CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level

MH Shahriar, Y **ao, P Moriano… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Modern vehicles rely on a fleet of electronic control units (ECUs) connected through
controller area network (CAN) buses for critical vehicular control. With the expansion of …

CANAttack: Assessing Vulnerabilities within Controller Area Network

D Oladimeji, A Rasheed, C Varol, M Baza… - Sensors, 2023 - mdpi.com
Current vehicles include electronic features that provide ease and convenience to drivers.
These electronic features or nodes rely on in-vehicle communication protocols to ensure …

Evaluation framework for electric vehicle security risk assessment

S Shirvani, Y Baseri, A Ghorbani - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Electric Vehicles (EVs) seem promising for future transportation to solve environmental
concerns and energy management problems. According to Reuters, global car makers plan …

Addressing the lack of comparability & testing in can intrusion detection research: A comprehensive guide to can ids data & introduction of the road dataset

ME Verma, MD Iannacone, RA Bridges… - arxiv preprint arxiv …, 2020 - arxiv.org
Although ubiquitous in modern vehicles, Controller Area Networks (CANs) lack basic
security properties and are easily exploitable. A rapidly growing field of CAN security …

A comprehensive guide to CAN IDS data and introduction of the ROAD dataset

ME Verma, RA Bridges, MD Iannacone, SC Hollifield… - PLoS one, 2024 - journals.plos.org
Although ubiquitous in modern vehicles, Controller Area Networks (CANs) lack basic
security properties and are easily exploitable. A rapidly growing field of CAN security …

Systematic Literature Review: Anomaly Detection in Connected and Autonomous Vehicles

JRV Solaas, E Mariconti… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This systematic literature review provides a structured and detailed overview of research on
anomaly detection for connected and autonomous vehicles, focusing on the Artificial …

Design and Experimental Assessment of Real-Time Anomaly Detection Techniques for Automotive Cybersecurity

P Dini, S Saponara - Sensors, 2023 - mdpi.com
In recent decades, an exponential surge in technological advancements has significantly
transformed various aspects of daily life. The proliferation of indispensable objects such as …

Enhancing Diagnostic Decision-Making: Ensemble Learning Techniques for Reliable Stress Level Classification

RV Anand, AQ Md, S Urooj, S Mohan, MA Alawad - Diagnostics, 2023 - mdpi.com
An intense level of academic pressure causes students to experience stress, and if this
stress is not addressed, it can cause adverse mental and physical effects. Since the …