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 …

[HTML][HTML] Canova: a hybrid intrusion detection framework based on automatic signal classification for can

A Nichelini, CA Pozzoli, S Longari, M Carminati… - Computers & …, 2023 - Elsevier
Over the years, vehicles have become increasingly complex and an attractive target for
malicious adversaries. This raised the need for effective and efficient Intrusion Detection …

Techniques for enhancing security in industrial control systems

V Varadharajan, U Tupakula… - ACM Transactions on …, 2024 - dl.acm.org
Increasingly Industrial Control Systems (ICS) systems are being connected to the Internet to
minimise the operational costs and provide additional flexibility. These control systems such …

Many-objective optimization based intrusion detection for in-vehicle network security

J Zhang, B Gong, M Waqas, S Tu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In-vehicle network security plays a vital role in ensuring the secure information transfer
between vehicle and Internet. The existing research is still facing great difficulties in …

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 …

[HTML][HTML] Cracking the Core: Hardware Vulnerabilities in Android Devices Unveiled

A Muñoz - Electronics, 2024 - mdpi.com
As Android devices become more prevalent, their security risks extend beyond software
vulnerabilities to include critical hardware weaknesses. This paper provides a …

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 …

Candito: Improving payload-based detection of attacks on controller area networks

S Longari, CA Pozzoli, A Nichelini, M Carminati… - … Symposium on Cyber …, 2023 - Springer
Over the years, the increasingly complex and interconnected vehicles raised the need for
effective and efficient Intrusion Detection Systems against on-board networks. In light of the …

[PDF][PDF] Investigating the Impact of Evasion Attacks Against Automotive Intrusion Detection Systems

P Cerracchio, S Longari, M Carminati… - … on Vehicles Security …, 2024 - ndss-symposium.org
The evolution of vehicles has led to the integration of numerous devices that communicate
via the controller area network (CAN) protocol. This protocol lacks security measures …

Janus: A Trusted Execution Environment Approach for Attack Detection in Industrial Robot Controllers

S Longari, J Jannone, M Polino… - … on Emerging Topics …, 2024 - ieeexplore.ieee.org
In the last few decades, technological progress has led to a spike in the adoption of robots
by the manufacturing industry. With the new “Industry 4.0” paradigm, companies strive to …