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O3.20 Ensure unobservability of daily user interactions by design

O3: Ensure data privacy by design

RS1 Privacy vulnerability

L2: Strategy & Design

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Practices

  • Use advanced anonymization methods, such as differential privacy or data masking.

  • Employ decentralized data storage solutions to distribute data across multiple nodes, reducing the likelihood that any single entity can observe or track user interactions.

  • Integrate zero-knowledge proof protocols to allow for the verification of transactions or identities without revealing any unnecessary information.

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Resources

References

Personal Data Protection Commission Singapore (2018). Guide to Basic Data Anonymisation Techniques