NETWORK SECURITY ON CENTRALIZED AND DISTRIBUTED SOCIAL NETWORKS BY INCREMENT CLUSTERING
Information Technology, Sigma Institute of Technology, Vadodara, India, India
ABSTRACT
In the past few years different social networks sites grow rapidly and they holds public and private information about their users. The privacy-preservation in social networks is major problem in now-a-days. The network data is divided between several data holders. The aim is to find the anonymized users make the cluster of every user and make anonymized view of the network without any of the users information near links among nodes that are arrange by other data users .In past centralized setting and anonymization algorithm is based on sequential clustering (Sq).Our algorithms considerably better than the SaNGreeA algorithm which is implemented using incremental clustering which is the leading algorithm for achieving anonymity in networks by means of clustering and provide security using checksum algorithm. We then devise secure distributed forms of the algorithms.
