A Multi-Layered Approach of Botnet Detection Using Network Traffic

Publish Year: 1393
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:

CCCI08_113

تاریخ نمایه سازی: 14 دی 1394

Abstract:

In recent years, rapid growth of C4I systems and especially expansion of the Internet and networks, the world has found a new form. Along with the growth in C4I, security threats have also increased. The biggest security threat that risk Command, Control, Communications, Computers, and Intelligence (C4I), is malwares. Among the various forms of malware, botnets are becoming the major threats on the Internet that are have used for many attacks, such as banking information theft, spam, distributed denial-of-service (DDoS), identity theft and phishing. Several mechanisms have been proposed for botnet detection that one of these mechanisms uses network traffic analysis. The main goal of this paper proposes a multi-layered approach for botnets detection using NetFlow protocol to increase security and trust of ICT. Low volume of data, simplicity of computation, lower false positive and being online are some of the advantages of this mechanism against others

Authors

Pedram Amini

Dept. of Information and Communications Technology Malek-Ashtar University of Technology Tehran, Iran

Hamed Shojai Yas

Dept. of Information and Communications Technology Malek-Ashtar University of Technology Tehran, Iran

Reza Azmi

Dept. of Technical and Engineering Alzahra University Tehran, Iran