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UN Global Platform Handbook on Privacy-Preserving Computation Techniques (English)


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We describe the limits of current practice in analysing data while preserving privacy; explain emerging privacy-preserving computation techniques; and outline key challenges to bringing these technologies into mainstream use. For each technology addressed, we provide:
  • Multi-party computation
  • Differential privacy
  • Fully homomorphic encryption
  • A technical overview; examples of applied uses;
  • An explanation of modelling adversaries and security arguments that typically apply;
  • An overview of the costs of using the technology;
  • An explanation of availability of the technology;
  • and a Wardley map that illustrates the technology readiness and suggested development focus for the technology.