The use of cloud computing service models is rapidly increasing, but inefficient resource
usage in cloud data centers can lead to great energy consumption and costs. To address …

With the speedy advancement of encryption technology and the exponential increase in
applications, network traffic classification has become an increasingly important research …

The wide application of encryption technology has made traffic classification gradually
become a major challenge in the field of network security. Traditional methods such as …

By the rapid development of the Internet and online applications, traffic classification not only
has changed to an interesting topic in the field of computer networks but also plays a key …

The rapidly growing encrypted traffic hides a large number of malicious behaviours. The
difficulty of collecting and labelling encrypted traffic makes the class distribution of dataset …

Although the autonomous detection of network status and localization of network faults can
be a valuable tool for network and service operators, very few works have investigated this …

Adopting cryptography has given rise to a significant? evolution in AI. This chapter studies
the path and stages of this evolution. We start with reviewing existing relevant surveys …

As an essential function of encrypted Internet traffic analysis, encrypted traffic service
classification can support both coarse-grained network service traffic management and …

Encryption of network traffic has become an inevitable trend. As an important link to Internet
encrypted traffic analysis, encrypted traffic service classification can provide support for the …

Deep learning models, such as convolutional neural networks (CNN), have been
successfully applied in pattern recognition and system identification recent years. But for the …