Thank you for the information.
I'll get back to you if there is anything more.

Best regards!

On Thu, Feb 7, 2019, 10:51 AM Ashen Weerathunga <[email protected]> wrote:

> 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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