Computational System Based on Machine Learning with Novel Hybrid Security Technique to Classify Crime Offenses

G. Puthilibai, R. Megiba Jasmine, K.V. Shiny, S. Chitradevi, V. Devatarika, K. Santhosh · 2022

To combat cybercrime, new cyber security measures are needed. The proposed approach uses advanced dynamic malware based on machine learning (ML). The proposed method emphases the risk score as well as the level of confidence. At first, we compare ML algorithms to determine the good recall, precision and F -measure. As the next step, the comparison of complete reputation system to other reputation systems have done. This approach decreases the risk level as compared to other approaches available in the literatures.

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