Anomaly Detection in a Digital Video Broadcasting System Using Timed Automata

نویسندگان

  • Xiaoran Liu
  • Qin Lin
  • Sicco Verwer
  • Dmitri Jarnikov
چکیده

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.

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عنوان ژورنال:
  • CoRR

دوره abs/1705.09650  شماره 

صفحات  -

تاریخ انتشار 2017