https://community.splunk.com/t5/All-Apps-and-Add-ons/MLTK-Use-Case/m-p/709930#M81472 <P>I have data that contains the LOGINDate, UserName, and USERID.<BR />I need to use the MLTK to detect user behavior <STRONG>individually</STRONG>, not for all users together.<BR />The goal is to use Machine Learning to detect the normal behavior of each user based on <STRONG>hours and days</STRONG>.</P><P>Additionally, I need to detect:</P><UL><LI>If the user logs in on off days, to determine whether it’s normal behavior.</LI><LI>If the user logs in at abnormal hours on any day, this should also be detected.</LI></UL><P>I successfully implemented this using Python, but the customer requires it to be done using Splunk MLTK without any static values.</P> Tue, 28 Jan 2025 09:21:30 GMT SalahKhattab 2025-01-28T09:21:30Z https://community.splunk.com/t5/All-Apps-and-Add-ons/MLTK-Use-Case/m-p/709930#M81472 <P>I have data that contains the LOGINDate, UserName, and USERID.<BR />I need to use the MLTK to detect user behavior <STRONG>individually</STRONG>, not for all users together.<BR />The goal is to use Machine Learning to detect the normal behavior of each user based on <STRONG>hours and days</STRONG>.</P><P>Additionally, I need to detect:</P><UL><LI>If the user logs in on off days, to determine whether it’s normal behavior.</LI><LI>If the user logs in at abnormal hours on any day, this should also be detected.</LI></UL><P>I successfully implemented this using Python, but the customer requires it to be done using Splunk MLTK without any static values.</P> Tue, 28 Jan 2025 09:21:30 GMT https://community.splunk.com/t5/All-Apps-and-Add-ons/MLTK-Use-Case/m-p/709930#M81472 SalahKhattab 2025-01-28T09:21:30Z