Application fingerprinting is crucial in network management and security to provide the best
Quality of Service (QoS). To generate fingerprints for applications, we use an automata …

Viewing the generated packets of an application as the words of a language, automata
learning can be used to derive the behavioral packet-based model of applications. The …

Characterizing the network traffic and identifying running applications play an instrumental
role in several network administration tasks such as protecting against malicious behavior …

Neural network is a highly self-learning computing technique capable of handling nonlinear
and multivariate data, which has great advantages in improving the efficiency of data …

A highly self-learning computing method that can handle multivariate and nonlinear data,
neural networks offer significant benefits for increasing data processing efficiency. Neural …