No significant research has been conducted so far on Intrusion detection due
to data availability since, network traffic within companies is private
information and no available logs can be found on the Internet for independent
research. This paper aims to answer the question whether open-sourced data,
that is usually simulated network traffic can assist in developing a robust
model that will effectively recognize and deter possible denial of service or
infiltration attacks.

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