Effective and scalable botnet detection in network traffic
نویسنده
چکیده
منابع مشابه
BotOnus: an online unsupervised method for Botnet detection
Botnets are recognized as one of the most dangerous threats to the Internet infrastructure. They are used for malicious activities such as launching distributed denial of service attacks, sending spam, and leaking personal information. Existing botnet detection methods produce a number of good ideas, but they are far from complete yet, since most of them cannot detect botnets in an early stage ...
متن کاملAn Efficient Scalable System for Peer-To-Peer Botnet Detection
Peer-to-Peer botnets are legally taken by botmasters for the quick recovery against taking down efforts of the system. But it’s a harder one for the botmasters, because modern botnets are hidden and performing malicious activities it makes the process inefficient. Additionally because of sudden growth of the network traffic there was an ability to enlarge the malicious activities of the system....
متن کاملDetection of Stealthy P2p Bot Compromised Hosts in a Network
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...
متن کاملA Survey on Botnet Architectures, Detection and Defences
Botnets are known to be one of the most serious Internet security threats. In this survey, we review botnet architectures and their controlling mechanisms. Botnet infection behavior is explained. Then, known botnet models are outlined to study botnet design. Furthermore, Fast-Flux Service Networks (FFSN) are discussed in great details as they play an important role in facilitating botnet traffi...
متن کاملBotRevealer: Behavioral Detection of Botnets based on Botnet Life-cycle
Nowadays, botnets are considered as essential tools for planning serious cyberattacks. Botnets are used to perform various malicious activities such as DDoSattacks and sending spam emails. Different approaches are presented to detectbotnets; however most of them may be ineffective when there are only a fewinfected hosts in monitored network, as they rely on similarity in...
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تاریخ انتشار 2012