Tsvetanov, TsvetomirSimeonov, StanislavGöbel, OliverFrings, SandraGünther, DetlefNedon, JensSchadt, Dirk2019-06-042019-06-042008978-3-88579-234-5https://dl.gi.de/handle/20.500.12116/23589Networks are a critical factor in the performance of a modern company. Managing a network is as important as managing any other aspect of a company's performance and security. There are many tools and appliances for monitoring the traffic and analyzing the security aspects of the network flows. They are using different approaches and they rely on different characteristics of the network flows. The network researchers are still working on a common approach for security baselining that might enable early alerts. This paper is focusing on the security baselining based on a simple flow analysis utilizing the flows measurements and the theory of the Markov models.enText/Conference Paper1617-5468