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The information management System works on the incident association, used to track and identify previously established threats, and is no longer suitable due to variants in the complexity of cyber vulnerability patterns. Traditional strategies have hit their limits, necessitating innovative and intelligent frameworks to solve evolving problems and threats of big data security. To achieve a deeper understanding of the current situation, we undertook a critical analysis need of the literature review domains on big data protection. An Outfit solution for big data cryptography is suggested in the proposed work. To test the method, we fed the benchmark data to classifiers KNN, SVM and MLP (k-nearest neighbor, support vector machine and multilayer Perceptron), by comparing the performance of standalone classifiers by Outfit Method (approach) among listed classifiers. The findings reveal that when it comes to big data …