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Tracing Sources of DDoS Attacks in IP Networks Using Machine Learning Automatic Defence System

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Executive Summary

Internet Protocol (IP) trace back system is the enabling technology to control Internet Crime. In this paper, the authors present a novel and practical IP trace back system called Machine Learning Automatic Defence System (MLADS)the LADS shows to calculate time for better tracing performance compare with other defence system and the MLADS Algorithm provides innovative features to trace the source of IP packets and can obtain better tracing capability compare with existing algorithms. It also adaptively changes its marking rate according to the load of the participating router by different defence system. Evaluations on both simulation and real system implementation demonstrate that MLADS requires a moderately small number of packets to complete the trace back process.

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