The rapid increase in network traffic has recently led to the importance of flow-based
intrusion detection systems processing a small amount of traffic data. Furthermore, anomaly …

Several security solutions have been proposed to detect network abnormal behavior.
However, successful attacks is still a big concern in computer society. Lots of security …

Security network systems have been an increasingly important discipline since the
implementation of preliminary stages of Internet Protocol version 6 (IPv6) for exploiting by …

Network security becomes a big concern nowadays. Although many solutions have been
developed to detect network anomalies, the number of successful attacks like DDoS …

Proxies can provide privacy and anonymity protection for users, but can also be exploited by
attackers to hide their malicious behaviors. In order to strengthen the monitoring and …

Within the field of machine learning and classification techniques, entropy represents a
concept with great potential, especially within algorithms like Random Forest. The paper …

With the rapid development of the Internet, network traffic is growing explosively. It brings
great challenges to the traditional traffic identification technology using full traffic analysis …

Ağ trafiğindeki hızlı artış son zamanlarda az miktarda trafik verisini işleyen akış tabanlı saldırı
algılama sistemlerinin önemine yol açmıştır Ayrıca bilinmeyen saldırıları tespit edebilen …