PARAT Roadmap

251 Laur ier Avenue W, Suite 200Ottawa, ON Canada K1P 5J6

© 2014 Privacy Analytics, Inc.www.privacyanalyt ics .ca

FY 2015 Product RoadmapSteve Judges, VP Product Development

2www.pr ivacyanalyt ics.ca | 613.369.4313

info@privacyanalyt ics.ca

251 Laur ier Avenue W , Suite 200

Ottawa, ON Canada K1P 5J6

• Usability for Analysts & Data Managers

• Next Generation Anonymization Technology

• Advanced Text: Formats, Structure, Learning

• Data Release Lifecycle Management

• High Performance Scalability & Integration

2015 Product Themes

© 2014 Privacy Analytics, Inc.

6.0 Usability: Visual Pipeline Design


6.0 Usability: Relational Dataset Modelling


6.0 Relational Dataset Classification


6.0 Anonymization Strategy Recommendations

7www.pr ivacyanalyt ics.ca | 613.369.4313

info@privacyanalyt ics.ca

251 Laur ier Avenue W , Suite 200

Ottawa, ON Canada K1P 5J6

Building Smarts into the Model

Physical Model(DBs, Tables, Fields, Keys, Datatypes)

Classification Model(DI’s, QI’s, CV’s, Groups)

Anonymization Strategies(Masking, Generalization, Suppression, …)


6.X Pre/Post Data Quality Comparison

(Date Shifting)


Other Usability Work

• 6.0

– Reusable Components

– Reusable Model Repository

• 6.x

– Build new models from existing models

– Risk Profile Repository

– Data Request object

• Risk Assessment Tool Refresh & Streamlining

– Re-evaluate usage patterns

– Role-based structuring


6.0 PARAT Text – Formats, Structure, Learning

• PDF, Word, & Scanned Document Support

• Leverage structure within XML documents

• Streamlined evaluation corpus creation

• Improved accuracy and performance


PARAT Text 6.1+ Structure, Learning, Integration

• Expanded Annotation Support (e.g. Doctor)

• Structure Hints to provide local context

• Format Preferences (e.g. date formats)

• Tighter integration with PARAT Core Masking

• 1000+ page documents (e.g. Clinical Study Reports)

• Tools to streamline annotation and evaluation

• Machine learning


Next Generation Anonymization

• 6.0

– Complex Relational data sets with many QI’s

– Support for smaller data samples and data sets

– Intelligent discovery and recommendations

• 6.1+

– Geo-spatial clustering for zip code generalization

– Data quality: Local recoding (generalization)

– Streaming and incremental anonymization


In the Labs: Geospatial Anonymization

Geospatial Cropping – Traditional ApproachGeospatial Cluster –

High GranularityGeospatial Clustering –

Low Granularity


Data Release Portal

• Systematic Data Release Life Cycle Management

• Tracking and auditing of all request activities

• Integration with PARAT for anonymization

• Backbone of an Anonymized Dataset Marketplace

DataProvider

DataRequester

© 2014 Privacy Analytics, Inc. 15

Data Release Lifecycle (Phases/Actions)

Publish

SubmitProfile

ReleaseRiskAssess

AgreeFinalize

DataRequest

AuditComply

Dan Lesage

My Tasks 4

Active Requests

New request from Dr. Smith on Labour

Reply to question fromDr. Jones on Labour

Profile submission from Researcher at CHEO

Account request from User at U of T

…

Messages

Data Request

Repository: BirthsData Set: LabourREB Approval: YesExisting: YesDetail: Record

Requester: Dr. SmithOrganization: General HospitalRisk Profile: Submitted

New19 Sep

…Data Provider Dashboard…

Dan Lesage

Event User Date/Time Comment

New Report System Today at 7:48 AM Via email

Approval Dr. Smith 15 Sep 2014, 3:23 PM

Message Dr. Smith 12 Sep 2014, 4:45 PM Can you also run

Email M. Custodian 27 Aug 2014, 8:34 PM Hi Dr. Smith, Would

Profile Change

Dr. Smith 22 Aug 2014, 9:34 AM Password change

Request History

ID: 93480Initiated: 13 July, 2014Repository: BirthsData Set: LabourMore Details

Requester: Dr. Smith

Awaiting AnalysisApproval

19 Sep

… Interaction History …


Anonymized Data Release Ecosystem

Data ReleaseLife Cycle

Management

AnonymizedDataset

Marketplace

Anony-mization PARAT Core

Data Release Portal - 2016

Data Release Portal – 2015


Next Generation Server Platform

PARAT Server InstancesPARAT Server InstancesPARAT Server Instances

(Data, Text, Mask, De-Id, Admin)

Anon Strategy

Design Workbench

RemoteMgmt

3rd Party Applications

Data Release Portal

Secure Web Services

Direct SourceReading

Direct TargetWriting

Full Datasets

Increments

Streams

Supports Windows & LINUX


PA S

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Pla

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PA Server 7.0

PA D

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PARAT 6.2

PARAT 6.0

PARAT 6.1

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Data Release 2.0

Data Release 1.0

Data Release 1.1

Q4 (Aug-Oct)Q3 (May-Jul)Q2 (Feb-Apr)Q1 (Nov-Jan)

Product Roadmap (FY 2015)

PA Workbench 7.0

UsabilityVisual Pipeline DesignInteractive Exploration

Enterprise Scalability & IntegrationWeb ServicesRemote Management

Data Release ManagementTracking and auditing Integration with PARAT


Feedback & Questions Please

• User feedback session this afternoon• What are you top 3 improvement requests?• Which of the investment areas do you care most about?

• Email: [email protected]

Data & Analytics

PARAT Roadmap