Clustering and Profiling IP Hosts Based on Traffic Behavior

Provided by: Academy Publisher
Topic: Security
Format: PDF
In this paper, the authors are to study the behavior of IP Network nodes (IP hosts) from the prospective of their communication behavior patterns to setup hosts' behavior profiles of the observed IP nodes by clustering hosts into clusters of similar communication behaviors. The problem of IP address behavior analysis and profile establishment is the one that not fully discussed and the results achieved are not good enough, there is no complete solution yet. There are many potential applications of this paper, the results of this research will be useful to the network management and Network security situation awareness in addition to the applications in studying the network user behavior.

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