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Process security after deployment

vvellavvella Member Posts: 1 Contributor I
edited December 2018 in Help

Hi,

we just started investigating Rapidminer for a possible deployment at our client - on premise setup. The ML models are our IP, so obviously we prefer if the models (processes) are hidden to the client and just accessible via a web service (pretty much a black box). Does rapidminer server provide such facility? (for example client administrator is still able to monitor the environment from rapidminer server, however the process and model details remain hidden). 

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Answers

  • Pavithra_RaoPavithra_Rao Administrator, Moderator, Employee, RapidMiner Certified Analyst, RapidMiner Certified Expert, Member Posts: 123  RM Data Scientist

    edin_Hi @vvella,

     

    The underlying model is secured as the model results are consumed/made available to as Web services REST APIs using RapidMiner Server.

    But if you intend to deploy this process at our client - on-premise setup and wish to hide the process to the client and just make it accessible via a web service (pretty much a black box), then this is not something feasible at this point.

     

    another possibility is, you could build out the solution as an extension to hide/black box the process.

     

    I would defer it to our R&D Data scientist @Edin_Klapic and Product Manager @jpuente to share their opinion here.

     

    Cheers,

     

    sgenzer
  • jpuentejpuente Employee, Member Posts: 44  RM Product Management

    Hi,

    In RapidMiner Server, you can publish web services associated to the processes (see https://docs.rapidminer.com/latest/server/advanced-topics/qlik-integration/expose-process.html). If you create a user and add it only to the "report viewer" role, he'll be able to call the WS (if you set the permissions of that process to read/execute for him), but he won't be able to see the process, connect through Studio or anything else. To him, it will be only a web page he can access. This is, by the way, ideal if you have a portal for the users and you just embed the results from RapidMiner there. 

     

    I hope that helps.

    Jesús

     

    sgenzerEdin_KlapicSGolbertPavithra_Rao
  • Edin_KlapicEdin_Klapic Moderator, Employee, RMResearcher, Member Posts: 294  RM Data Scientist

    Hi @vvella,

     

    More information about User rights and Permissions can be found on the following pages on docs.rapidminer.com:

     

    Happy Mining,

    Edin

    sgenzer
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