Applied multivariate statistical analysis
Applied multivariate statistical analysis
Firewalls and Internet security: repelling the wily hacker
Firewalls and Internet security: repelling the wily hacker
Wide area traffic: the failure of Poisson modeling
IEEE/ACM Transactions on Networking (TON)
mmdump: a tool for monitoring internet multimedia traffic
ACM SIGCOMM Computer Communication Review
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Delivery of real-time streaming content is an increasingly important Internet application. Applications involved in processing streaming content may have exploitable vulnerabilities, as many other applications have been discovered to have, and using a firewall to filter out malicious traffic may provide some benefit. However, as these applications largely rely on traffic carried by RTP/UDP, firewalls that are unaware of the behaviour of RTP data streams have difficulties in filtering out malicious traffic injected into a stream by an attacker. In this paper, we observe a vulnerability in the current RTP protocol which allows an attacker to inject malicious traffic into a data stream, and present a scheme that allows a stateful firewall that keeps state from RTP packets to detect such malicious traffic. Our technique uses non-static fields such as RTP sequence numbers to improve the inspection scheme by modelling streaming traffic and detecting malicious streams based on deviation for this model. We show effectiveness of our approach by giving the results of our experiments.