With more attention paid to user privacy and communication security, the volume of
encrypted traffic rises sharply, which brings a huge challenge to traditional rule-based traffic …

The development of the Internet has led to the complexity of network encrypted traffic.
Identifying the specific classes of network encryption traffic is an important part of …

Encrypted Traffic Classification (ETC) can provide necessary information support for network
management and security. The state-of-the-art ETC methods take a single flow as the unit …

Nowadays, encrypted traffic classification has become a challenge for network monitoring
and cyberspace security. However, the existing methods cannot meet the requirements of …

In recent years, cyber attacks have become increasingly frequent, which has had a
tremendous negative impact on public life and social order. Accurately and quickly finding …

The smartphone app identification technology based on traffic fingerprints has begun to play
an important role in monitoring malware and assisting network management with the …

The development of smartphones and social networks has brought great convenience to our
lives. Due to the increasing requirements of user privacy, user data are protected by …

The development of smartphones and social networks has brought great convenience to our
lives. Due to the increasing requirements of user privacy, user data are protected by …

Recent breakthroughs in machine learning (ML) have unleashed several approaches to
fingerprinting web traffic based on traffic analysis. In particular, researchers report …

With the proliferation of ubiquitous and autonomous devices for sensing, control, monitoring
and conditioning, the Internet of Things (IoT) holds a great potential for the development of …