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NID ( Network Intrusion Detection )

  • 1.  NID ( Network Intrusion Detection )

    Posted Fri May 01, 2020 05:00 PM
    Hello,
    I am doing research on infusing NID with AI/ML applications.
    We are currently using IBM Watson Studio by building a prototype ML models with AutoAI which gives us deployment endpoints and payloads to be able to serve the model as web service , also planing on looking into  End-to-end Kubeflow utilization on IBM Cloud with this project meanwhil working on an architecture that will allow us to perform data injection and transformation from real time events .Ideally this solution would have the ability to dynamically detect anomalies/risks/threats and then to alert defenders in greater scale and pace what is currently accomplished using traditional collect, process and analyze methodologies. So we need solid pipeline that can handle constant payloads ,since this systems will run 24/7. Was wondering what rout would you suggest in adopting MLops to operationalize this AI infusion with Cyber Security...


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    Hakob Avjyan
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