parat roadmap
TRANSCRIPT
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
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, …)
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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
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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
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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
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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
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In the Labs: Geospatial Anonymization
Geospatial Cropping – Traditional ApproachGeospatial Cluster –
High GranularityGeospatial Clustering –
Low Granularity
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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 …
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Anonymized Data Release Ecosystem
Data ReleaseLife Cycle
Management
AnonymizedDataset
Marketplace
Anony-mization PARAT Core
Data Release Portal - 2016
Data Release Portal – 2015
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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
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PA Server 7.0
PA D
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PARAT 6.2
PARAT 6.0
PARAT 6.1
Dat
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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
© 2014 Privacy Analytics, Inc.
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]