In this project I will simulate a machine learning model that will detect sensitive threats witch take place in SOC layer 1, preventing false alerts which will give the security analyst time to only investigate harmful threats, in addition to that the machine learning model will saves alerts and malicious logs to be used as a threat intelligent to other machine learning models around other organization SOC, and to gather threat intelligent information and data form open sources, which will build a strong global safe environment.
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