Anomaly Detection in a Digital Video Broadcasting System Using Timed Automata

Xiaoran Liu (Speaker)
Q. Lin (Speaker)
Verwer, S. E. (Speaker)
Dmitri Jarnikov (Speaker)

Cyber Security

Activity: Talk or presentation › Talk or presentation at a workshop, seminar, course or other meeting

Description

This paper focuses on detecting anomalies in a digital video broadcasting (DVB) system from providers’ perspective. We learn a probabilistic deterministic real timed automaton profiling benign behavior of encryption control in the DVB control access system. This profile is used as a one-class classifier. Anomalous items in a testing sequence are detected when the sequence is not accepted by the learned model

Period	19 Jun 2017
Event title	LearnAut workshop: part of LICS'17: 32nd Annual ACM/IEEE Symposium on Logic in Computer Science
Event type	Workshop
Location	Reykjavik, IcelandShow on map

Documents & Links

1705.09650
File: application/pdf, 219 KB
Type: Text

https://arxiv.org/abs/1705.09650