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Privacy Ethics – A Big Data Problem
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privacy-ethics
Presented at QCon New York
www.qconnewyork.com
Purpose of QCon
- to empower software development by facilitating the spread of
knowledge and innovation
Strategy
- practitioner-driven conference designed for YOU: influencers of
change and innovation in your teams
- speakers and topics driving the evolution and innovation
- connecting and catalyzing the influencers and innovators
Highlights
- attended by more than 12,000 delegates since 2007
- held in 9 cities worldwide
RAGHU GOLLAMUDI
• Co-founder/VPEngineering-IntegrisSoftware
• Founder/CEO-Revuly
• CTO-Shippable
• PrincipalDevLead–Microsoft
Trivia
What happened on the 25th May 2018?
PROPRIETARY AND CONFIDENTIAL.
GENERAL DATA PROTECTION
REGULATION (“GDPR”)
May 25th, 2018
• Peoplearemoreaware
• Unethicalprocessing
• Governmentsaroundtheworldarecatchingup
DATAISEXPLODING
PROPRIETARY AND CONFIDENTIAL.
Problem: A Big Data Problem?
DATAISEXPLODING
• Dataisbeingacquired/purchasedatarapidpace
• IOTdataisendingupintomassivedatalakes
• Applicationlogs
• BiasedAlgorithms
PROPRIETARY AND CONFIDENTIAL.
Problem: A Big Data Problem?
Privacy Vs Security?
PROPRIETARY AND CONFIDENTIAL.
Trivia
PRIVACY
VS SECURITY
SECURITYIS…
• Aframeworktoprotectinformation
• Focusedonconfidentialityand
accessibility
• Clearlydefinedwithexplicitcontrolsto
monitorforandpreventunauthorized
access
• Maturedmarket
PRIVACYIS…
• Afundamentalrightoftheindividual
• Focusedonuseofdatabasedon
business purposeandconsent
• Opentointerpretationbasedoncontext
andrisk
• Under-investedmarket
• Customer/Employeesfirst
• Performancereviews
PROPRIETARY AND CONFIDENTIAL.
Solution: Culture
• EncryptEncryptEncrypt!:Transit,Rest,Backups
• RobustAuthenticationmechanism
• Anonymizationand/orPseudonymization
• StorecredentialsinVaultstorage
• AuditLogs
PROPRIETARY AND CONFIDENTIAL.
Solution: Security
• DataIntegrity
• Authorization
• Obscuritybydesign
• Conservativeapproachtoprivacysettingsbydefault
• VisibilityandTransparency
• https://iab.org/wp-content/IAB-uploads/2011/03/fred_carter.pdf
PROPRIETARY AND CONFIDENTIAL.
Solution: Design
PIA:Privacyimpactassessment
• Privacyrelatedtaskspartofscrum/sprint
• Dataminimization
• Selfserviceusermanagementportal
• Honoruserconsentwhenprocessinguserdata
• Retention
Ref:
https://www.usaid.gov/sites/default/files/documents/1868/RI_Fellowships_PIA_Summary_May
_12_2014.pdf
PROPRIETARY AND CONFIDENTIAL.
Solution: Process
Continuous compliance
• Discovery:RestandIn-Motion
• Rules
• Issuemanagement
PROPRIETARY AND CONFIDENTIAL.
Solution: Automation
Continuous compliance
• Labeling
• Tagging
• Classifying
• Confidence scores
• Challenges
• Data sources
• Data formats
• Performance
PROPRIETARY AND CONFIDENTIAL.
Solution: Automation - Discovery
Continuous compliance
• Sources
• High/Low compute
• SAAS
• Cloud/Hybrid
• Formats
• Structured/Tabular: Lookups, Regex, Enhancers
• Unstructured: NLP, NER and Enhancers
• Semi-structured: JSON, XML
• Performance
• Advanced tokenization
• Tries
• Feedback loop PROPRIETARY AND CONFIDENTIAL.
Solution: Automation - Discovery
Continuous compliance
• Regulations
• Consent
• Contracts
PROPRIETARY AND CONFIDENTIAL.
Solution: Automation - Rules
Continuous compliance
• RuleViolations
• Issueresolution
• SAR(SubjectAccessRequests)
PROPRIETARY AND CONFIDENTIAL.
Solution: Automation – Issue Management
• LowRiskExposure
• BrandRecognition/Loyalty
PROPRIETARY AND CONFIDENTIAL.
Benefits
Thank You
PROPRIETARY AND CONFIDENTIAL.
Watch the video with slide
synchronization on InfoQ.com!
https://www.infoq.com/presentations/
privacy-ethics

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Privacy Ethics – A Big Data Problem