Next Generation Protection machine learning algorithms

%3CLINGO-SUB%20id%3D%22lingo-sub-1226415%22%20slang%3D%22en-US%22%3ENext%20Generation%20Protection%20machine%20learning%20algorithms%3C%2FLINGO-SUB%3E%3CLINGO-BODY%20id%3D%22lingo-body-1226415%22%20slang%3D%22en-US%22%3E%3CP%3EHello%20Community%2C%3C%2FP%3E%3CP%3EI%20did%20not%20find%20much%20information%20on%20the%20documentation%20about%20machine%20learning%20algorithms%20and%20models%20used%20in%20Microsoft%20Defender%20ATP.%20Therefore%2C%20I%20would%20like%20to%20ask%20the%20following%20questions%3A%3C%2FP%3E%3CUL%3E%3CLI%3EWhich%20is%20the%20data%20that%20gets%20ingested%20to%20train%20the%20models%3F%3C%2FLI%3E%3CLI%3EWhich%20is%20the%20frequency%20of%20the%20periodic%20re-training%20of%20the%20models%20with%20current%20data%3F%3C%2FLI%3E%3CLI%3EHow%20long%20the%20previously%20used%20data%20to%20train%20the%20models%20impacts%20on%20the%20decision%3F%3C%2FLI%3E%3C%2FUL%3E%3CP%3EThank%20you%20in%20advance.%3C%2FP%3E%3C%2FLINGO-BODY%3E
Occasional Contributor

Hello Community,

I did not find much information on the documentation about machine learning algorithms and models used in Microsoft Defender ATP. Therefore, I would like to ask the following questions:

  • Which is the data that gets ingested to train the models?
  • Which is the frequency of the periodic re-training of the models with current data?
  • How long the previously used data to train the models impacts on the decision?

Thank you in advance.

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