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3.2 Privacy Good Practice (Privacy preservation methods (De-identification…
3.2 Privacy Good Practice
Privacy preservation methods
De-identification
Suppression
Randomisation
Surrogates
Aggregation
Addiong noise
Masking
Encoding
Aggregation
Operations over Encrypted data
Differential Privacy
Data governance (e.g classification)
Real-time security analytics
Data quality
Physical protection
Access controls
Secure infrastructure
Strategy for ensuring privacy
Minimise the amount of data collected
Hide personal data
Compartmentalise data
Aggregate personal data
Inform data owners of use
Control data - owners have control over how data is used
Compliance with legal requirements
Demonstrate compliance to build trust
De-anonymising data considerations
Determination
Explain
Legitimate
Involve
Consent
Anonymise
Technical aspects
External Partners
Preventing unauthorised access
User IDs and passwords
Personal identifiers
Ecryption
Firewalls
Access controls
Data partitioning