Traffic analysis is a compound of strategies intended to find relationships, patterns,
anomalies, and misconfigurations, among others things, in Internet traffic. In particular, traffic …

Abstract Network Anomaly Detection Systems (NADSs) are gaining a more important role in
most network defense systems for detecting and preventing potential threats. The paper …

Since its inception, the Internet of Things (IoT) has witnessed mushroom growth as a
breakthrough technology. In a nutshell, IoT is the integration of devices and data such that …

With the widespread use of encrypted data transport, network traffic encryption is becoming
a standard nowadays. This presents a challenge for traffic measurement, especially for …

Many network services and tools (eg network monitors, malware-detection systems, routing
and billing policy enforcement modules in ISPs) depend on identifying the type of traffic that …

Internet censorship by governments is an increasingly common practice worldwide. Internet
users and censors are locked in an arms race: as users find ways to evade censorship …

Traffic classification has various applications in today's Internet, from resource allocation,
billing and QoS purposes in ISPs to firewall and malware detection in clients. Classical …

Encrypted traffic classification is of great significance for advanced network services. Though
encryption methods seem unbroken in protecting users' privacy, existing studies have …

As the size and source of network traffic increase, so does the challenge of monitoring and
analyzing network traffic. Therefore, sampling algorithms are often used to alleviate these …

With increasing audio/video service consumption through unmanaged IP networks, HTTP
adaptive streaming techniques have emerged to handle bandwidth limitations and …