In recent years, a large number of Internet Things devices are used in life, many which vulnerable to attacks from security perspective. Botnet malware is one the main threats IoT devices. Hence detection botnet most important challenge for This paper proposes an approach base on PSI graph data combine with evolutionary algorithm-based technique. To best our knowledge, there have been no studie...

A “botnet” consists of a network of compromised computers controlled by an attacker often called botmaster. Recently, botnets have become the root cause of many Internet attacks. To be well-prepared for future attacks, it is not only study how to detect and defend against the botnets that have appeared in the past. More importantly, we should study advanced botnet designs that could be develope...

Peer-to-peer (P2P) botnets have become one of the major threats in network security for serving as the fundamental infrastructure that responsible for various cyber-crimes. More challenges are involved in the problem of detecting P2P botnets, despite a few existing works claimed to detect traditional botnets effectively. In this paper, we present Enhanced PeerHunter, a network-flow level botnet...

Botnet detection has attracted lots of attention since botnet attack is becoming one of the most serious threats on the Internet. But little work has considered the online detection. In this paper, we propose a novel approach that can monitor the botnet activities in an online way. We define the concept of “feature streams” to describe raw network traffic. If some feature streams show high simi...

In recent years, Peer-to-Peer technology has an extensive use. Botnets have exploited this technology efficiently and introduced the P2P botnet, which uses P2P network for remote control of its bots and become one of the most significant threats to computer networks. They are used to make DDOS attacks, generate spam, click fraud and steal sensitive information. Compared with traditional botnets...

-In this upcoming highly engaged traffic calls in the Peer to Peer (P2P) botnets the high scalability of detection systems is going down. Where the botmasters adopt modern system to detect traffic which ends in the malicious activities and poor scalability. So in this paper, we proposed a highly scalable botnet detection system for a stealthy peer to peer botnets. In this p2p detection it will ...

Peer-to-peer (P2P) botnets have recently been adopted by botmasters for their resiliency against take-down efforts. Besides being harder to take down, modern botnets tend to be stealthier in the way they perform malicious activities, making current detection approaches ineffective. In addition, the rapidly growing volume of network traffic calls for high scalability of detection systems. In thi...

Detecting botnet behaviors in networks is a popular topic in the current research literature. The problem of detection of P2P botnets has been denounced as one of the most difficult ones, and this is even sounder when botnets use existing P2P networks infrastructure (parasite P2P botnets). The majority of the detection proposals available at present are based on monitoring network traffic to de...