Titlebook: Encrypted Network Traffic Analysis; Aswani Kumar Cherukuri,Sumaiya Thaseen Ikram,Xiao Book 2024 The Editor(s) (if applicable) and The Aut

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Detection of Anomalous Encrypted Traffic,ls developed to defend attacks against encrypted protocols. In this chapter, we will discuss the attacks targeting Secure Socket Shell (SSH) and HyperText Transfer Protocol Secure (HTTPS) protocols and their prevention mechanism on public datasets and their performance.

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Book 2024ypted traffic.  The authors provide research findings and objectives in the first 5 chapters, on encrypted network traffic, protocols and applications of the encrypted network traffic. The authors also analyze the challenges and issues with encrypted network traffic. It systematically introduces the

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Introduction,raffic. Monitoring and analysing this network traffic is essential for different purposes including enhancing the quality of service of the underlying systems and networks, providing security and handling related issues. With the rapid growth of network traffic over the Internet, monitoring and anal

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Classification of Encrypted Network Traffic,lassification of network flows based on application. A serious challenge in traffic analysis is to extract effective and reliable features. In this chapter, we will discuss the traffic classification based on port-based, flow-based and packet-based features which are widely used in literature. In ad

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Detection of Anomalous Encrypted Traffic,S) are developed to analyse network traffic and identify unauthorised accesses and vulnerable applications. Nowadays, IDS are ineffective against attacks targeted at encrypted protocols because they depend on inspecting payload contents. Therefore, in this chapter we deal with anomaly detection mode

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