Cyberattacks and countermeasures for in-vehicle networks

E Aliwa, O Rana, C Perera, P Burnap - ACM computing surveys (CSUR), 2021 - dl.acm.org
As connectivity between and within vehicles increases, so does concern about safety and
security. Various automotive serial protocols are used inside vehicles such as Controller …

[HTML][HTML] Demystifying in-vehicle intrusion detection systems: A survey of surveys and a meta-taxonomy

G Karopoulos, G Kambourakis, E Chatzoglou… - Electronics, 2022 - mdpi.com
Breaches in the cyberspace due to cyber-physical attacks can harm the physical space, and
any type of vehicle is an alluring target for wrongdoers for an assortment of reasons …

A survey of intrusion detection for in-vehicle networks

W Wu, R Li, G Xie, J An, Y Bai… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The development of the complexity and connectivity of modern automobiles has caused a
massive rise in the security risks of in-vehicle networks (IVNs). Nevertheless, existing IVN …

[HTML][HTML] Intrusion detection system using deep neural network for in-vehicle network security

MJ Kang, JW Kang - PloS one, 2016 - journals.plos.org
A novel intrusion detection system (IDS) using a deep neural network (DNN) is proposed to
enhance the security of in-vehicular network. The parameters building the DNN structure are …

[HTML][HTML] A survey of neural networks usage for intrusion detection systems

A Drewek-Ossowicka, M Pietrołaj… - Journal of Ambient …, 2021 - Springer
In recent years, advancements in the field of the artificial intelligence (AI) gained a huge
momentum due to the worldwide appliance of this technology by the industry. One of the …

ATG: An attack traffic generation tool for security testing of in-vehicle CAN bus

T Huang, J Zhou, A Bytes - … of the 13th International Conference on …, 2018 - dl.acm.org
In-vehicle security research is challenging because it is hard for most researchers to get a
real vehicle for security evaluation. On the other hand, the existing software solutions are …

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 …

Automotive cybersecurity testing: Survey of testbeds and methods

S Mahmood, HN Nguyen, SA Shaikh - Digital Transformation, Cyber …, 2021 - Springer
Computing and connectivity capabilities in modern cars have introduced new cybersecurity
challenges that can potentially affect the safety of an automobile and its occupants. Effective …

Computer forensics in cyber-physical systems: applying existing forensic knowledge and procedures from classical IT to automation and automotive

R Altschaffel - 2020 - repo.bibliothek.uni-halle.de
Computing units form the backbone of many systems humanity relies on. While the impact of
computing units on business processes is obvious, an even greater amount of computing …

A realtime in-vehicle network testbed for machine learning-based ids training and validation

H Jadidbonab, A Tomlinson… - Workshop on AI …, 2022 - pureportal.coventry.ac.uk
Modern vehicles are built of onboard networked computers, known as Electronic Control
Units, to realise a range of functionality and features. Due to their connectivity, they are …