Paper Info
Title
A hybrid defense mechanism for DDoS attacks using cluster analysis in MANET
Abstract
Mobile Ad-hoc Networks (MANET) provides direct peer-to-peer communication between mobile nodes without any infrastructure. During data transfer, it is possible that an attacker may initiate Distributed Denial of Service (DDoS) that may interfere the entire communication. In this paper, we propose a Hybrid Defense Mechanism based on Cluster Analysis. The network traffic is investigated for the existence of DDoS using Cluster Analysis. The traffic thus investigated is subject to XOR marking which marks the non-legitimate traffic. This helps in identification of the node initiating the DDoS attack, thereby isolates the particular node from further communications. The experimentation is done with 2000 DARPA Intrusion Detection Scenario Specific Data Set to evaluate our method. From the experimental results, it is evident that our proposed scheme is effective in identification of DDoS attacks.
Year
DOI
Venue
2012
10.1145/2345396.2345444
ICACCI
Keywords
Field
DocType
hybrid defense mechanism,non-legitimate traffic,mobile node,ddos attack,direct peer-to-peer communication,network traffic,particular node,cluster analysis,darpa intrusion detection scenario,entire communication,distributed denial of service,intrusion detection,security,data transfer,manet,defense mechanism,ddos,mobile ad hoc network
Mobile ad hoc network,Data transmission,Denial-of-service attack,Computer science,Computer security,Trinoo,Computer network,Intrusion detection system,Application layer DDoS attack
Conference
Citations 
PageRank 
References 
0
0.34
12
Authors
2
Name
Order
Citations
PageRank
P. Devi100.34
A. Kannammal2355.91