Network traffic classification is a critical foundation for trusted network management and
security systems. Matching application signatures in traffic payload is widely considered to …

Рассмотрены задачи, методы и проблемы классификация сетевого трафика методами
машинного обучения и интеллектуального анализа данных. Анализируются …

IoT Device fingerprinting of network traffic is valuable for many management and security
solutions as it provides insights into the devices active on a network. Unfortunately, existing …

Protocol feature words are byte subsequences within traffic payload that can distinguish
application protocols, and they form the building blocks of many constructions of deep …

Emergence of high-speed Internet and various smart devices has led to a rapid increase of
applications on the Internet. In order to provide reliable services and efficient management …

With the increasing of new malicious software attacks, the host‐based malware detection
methods cannot always detect the latest unknown malware. Intrusion detection system does …

With the rapid development of Internet, especially the mobile Internet, the new applications
or network attacks emerge in a high rate in recent years. More and more traffic becomes …

Abstract Deep Packet Inspection (DPI) engines rely highly on the operation environment ie,
the traffic mix they supposed to work with. A well performing DPI engine requires real-world …

Monitoring, security, and network management systems require packet classification
solutions to identify particular application-layer protocols. In real-time cases, traffic must …

With the rapid development of the Internet and a vigorous emergence of new applications,
traffic identification has become a key issue for efficient network management. Although …