Hi Gayan, Thank you for your interest in this project. Main objective of this project would be to integrate anomaly detection with WSO2 Identity Server [1] data. We will update the project details accordingly. So we are mainly focusing on authentication data and OAuth access token related data which are generated from WSO2 IS.
As an example when you consider a login activity there can be following data, - Browser and OS related data - Geo location of the user based on the IP address - Application related data - Login time - Data generated from WSO2 IS (username, userstore, tenant domain, user roles etc) So the idea is to derive an anomaly detection model based on the mentioned data to provide real time results back to WSO2 IS for decision making [2]. We have already integrated the WSO2 Stream Processor with WSO2 IS for monitoring purpose. Please refer [3] for more details to get an idea about the data that we already collect. [1] https://wso2.com/identity-and-access-management [2] https://docs.wso2.com/display/IS570/Adaptive+Authentication [3] https://docs.wso2.com/display/IS570/Analytics Thanks, Ashen On Thu, Feb 7, 2019 at 12:10 AM Gayan Kavirathne < [email protected]> wrote: > Hi all, > > Thank you very much for the detailed description of the aforementioned > project idea. Yet. it's not clear when querying the engine with *{User, > Activity, Time, and activity data} *what is activity data. And it would > be great if i can access a masked data set before submitting a proposal. > > A brief about myself, > I recently graduated from the Department of CSE at the University of > Moratuwa. Now I'm following a fulltime masters specialized in Data > science. My final year R&D project was on estimating rainfall leveraging > Commercial Microwave Links (Watch this video we made > <https://www.youtube.com/watch?v=T9FxUWXMPAM>to get a quick understanding > ). As a research student, I'm working on a project for Spatio-Temporal > Analysis of Dengue Epidemics in Sri Lanka using mobility models for > infectious disease. > > > Best Regards! > Gayan Sandaruwanthis video we made > Undergraduate, > Computer Science & Engineering, > University Of Moratuwa - Sri Lanka > Mobile +94779713087 > [image: > https://lk.linkedin.com/in/gayan-sandaruwan-51b864113?trk=profile-badge] > <https://lk.linkedin.com/in/gayan-sandaruwan-51b864113?trk=profile-badge> > -- *Ashen Weerathunga* Senior Software Engineer WSO2 Inc.: http://wso2.com lean.enterprise.middleware Email: [email protected] Mobile: +94716042995 LinkedIn: *http://lk.linkedin.com/in/ashenweerathunga <http://lk.linkedin.com/in/ashenweerathunga>* <http://wso2.com/signature>
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