The Internet was not designed with security in mind. A number of recent protocols such as
Encrypted DNS, HTTPS, etc. target encrypting critical parts of the web architecture, which …

The identification of the services that generate traffic is crucial for ISPs and companies to
plan and monitor the network. The widespread deployment of encryption and the …

Software defined network (SDN) has enabled consistent and programmable management in
computer networks. However, the explosion of cloud services and content delivery networks …

Recent surveys show that the proportion of encrypted web traffic is quickly increasing. On
one side, it provides users with essential properties of security and privacy, but on the other …

Methods and systems of history-based instantaneous QoS class classification of traffic flow.
QoS classifications are mapped to target destinations such that, when a first flow parcket …

Artificial intelligence technology has proven potential and effective in traffic identification for
network management and security. However, the accuracy of its identification is easily …

This thesis studies the application of machine learning to the field of Cyber security. Machine
learning algorithms promise to enhance Cyber security by identifying malicious activity …

In the last years network traffic classification has attracted much research effort, given that it
represents the foundation of many Internet functionalities such as Quality of Service (QoS) …

With the spread of broadband Internet, Real-Time Communication (RTC) platforms have
become increasingly popular and have transformed the way people communicate. Thus, it is …

HTTP (S) has become the main means to access the Internet. The web is a tangle, with (i)
multiple services and applications co-located on the same infrastructure and (ii) several …