Octane: An extensible open source car security testbed, Proceedings of the Embedded Security in Cars Conference, 2014. ,
Comprehensive experimental analyses of automotive attack surfaces, USENIX Security Symposium, 2011. ,
Fingerprinting electronic control units for vehicle intrusion detection, 25th USENIX Security Symposium (USENIX Security 16), pp.911-927, 2016. ,
Fast and vulnerable: A story of telematic failures, WOOT, 2015. ,
Automotive cybersecurity for in-vehicle communication, In IQT QUARTERLY, vol.6, pp.22-25, 2014. ,
MaCAN -Message Authenticated CAN, Escar Conference, 2012. ,
Security threats to automotive CAN networks-practical examples and selected short-term countermeasures, International Conference on Computer Safety, Reliability, and Security, pp.235-248, 2008. ,
Using ID-Hopping to Defend Against Targeted DoS on CAN, Proceedings of the 1st International Workshop on Safe Control of Connected and Autonomous Vehicles, pp.19-26, 2017. ,
26262-5:Road vehicles -Functional safety -Part 5: Product development at the hardware level. International Organization for Standardization, 2011. ,
Intrusion detection system using deep neural network for in-vehicle network security, PloS one, vol.11, issue.6, p.155781, 2016. ,
Experimental security analysis of a modern automobile, Security and Privacy (SP), 2010 IEEE Symposium on, pp.447-462, 2010. ,
A practical solution to achieve real-time performance in the automotive network by randomizing frame identifier, Embedded Security in Cars, 2015. ,
Cloud-based cyber-physical intrusion detection for vehicles using deep learning, IEEE Access, vol.6, pp.3491-3508, 2018. ,
Anomaly detection of CAN bus messages through analysis of ID sequences, Intelligent Vehicles Symposium (IV), 2017 IEEE, pp.1577-1583, 2017. ,
Remote exploitation of an unaltered passenger vehicle, Black Hat USA, 2015. ,
A structured approach to anomaly detection for in-vehicle networks, Information Assurance and Security (IAS), 2010. ,
, Sixth International Conference on, pp.92-98, 2010.
OBD SecureAlert: An Anomaly Detection System for Vehicles, Smart Computing (SMARTCOMP), 2016 IEEE International Conference on, pp.1-6, 2016. ,
Efficient in-vehicle delayed data authentication based on compound message authentication codes, Vehicular Technology Conference, pp.1-5, 2008. ,
Scikit-learn: Machine learning in python, Journal of machine learning research, vol.12, pp.2825-2830, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00650905
Frequency-based anomaly detection for the automotive CAN bus, Industrial Control Systems Security (WCICSS), 2015 World Congress on, pp.45-49, 2015. ,
Anomaly Detection in Automobile Control Network Data with Long Short-Term Memory Networks, 2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA), pp.130-139, 2016. ,