DocumentCode
2821030
Title
A review of recent Peer-to-Peer botnet detection techniques
Author
Priyanka ; Dave, Mayank
Author_Institution
Dept. of Comput. Eng., Nat. Inst. of Technol., Kurukshetra, India
fYear
2015
fDate
26-27 Feb. 2015
Firstpage
1312
Lastpage
1317
Abstract
Peer-to-Peer (P2P) botnets have emerged as a serious threat against the network security. They are used to carry out various illicit activities like click fraud, DDOS attacks and for information exfiltration. These botnets use distributed concept for command dissemination. These botnets are resilient to dynamic churn and to take-down attempts. Earlier P2P botnet detection techniques have some shortcomings such as they have less accuracy, unable to detect stealthy botnets and advanced botnets using fast-flux networks. In this paper, we list recent P2P botnet detection techniques that overcome the weaknesses of previous techniques with higher detection accuracy. We also discuss various such techniques, their advantages, accuracy and the weaknesses they too are having. However, two or more techniques can be used together to have more accurate and robust P2P botnet detection.
Keywords
computer network security; invasive software; peer-to-peer computing; DDOS attack; P2P botnet; click fraud; command dissemination; information exfiltration; network security threat; peer-to-peer botnet detection technique; Accuracy; Computers; Feature extraction; Monitoring; Peer-to-peer computing; Servers; Support vector machines; DDoS; botnets; peer-to-peer;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronics and Communication Systems (ICECS), 2015 2nd International Conference on
Conference_Location
Coimbatore
Print_ISBN
978-1-4799-7224-1
Type
conf
DOI
10.1109/ECS.2015.7124797
Filename
7124797
Link To Document