With a plethora of new connections, features, and services introduced, the 5th generation
(5G) wireless technology reflects the development of mobile communication networks and is …

Location spoofing is a critical attack in mobile communications. While several previous
studies investigated the detection of location spoofing attacks, they are limited in their …

The recent success and proliferation of machine learning and deep learning have provided
powerful tools, which are also utilized for encrypted traffic analysis, classification, and threat …

Traffic Classification (TC) is experiencing a renewed interest, fostered by the growing
popularity of Deep Learning (DL) approaches. In exchange for their proved effectiveness …

Network traffic identification is critical for effective network management. Existing methods
mostly focus on invariant network environments with stable attribute distributions …

Encrypted network traffic has been known to leak information about their underlying content
through side-channel information leaks. Traffic fingerprinting attacks exploit this by using …

The QUIC protocol is a new reliable and secure transport protocol that is an alternative to
TLS over TCP. However, compared to TLS, QUIC obfuscates the connection hand-shake …

Traffic classification, ie, the identification of the type of applications flowing in a network, is a
strategic task for numerous activities (eg, intrusion detection, routing). This task faces some …

In the ever-changing digital environment, ensuring the ongoing effectiveness of traffic
analysis and security measures is crucial. Therefore, Class Incremental Learning (CIL) in …

Internet traffic classification has been intensively studied over the past decade due to its
importance for traffic engineering and cyber security. A promising approach to several traffic …