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Privacy Computing Techniques

  • Fenghua Li,
  • Hui Li,
  • Ben Niu

摘要

One of the core goals of privacy computing is to guide the research of privacy-preserving algorithms from the perspective of “computing,” and to continuously explore and iterate on the basic theory of privacy-preserving algorithms in response to the characteristics of multi-modality of privacy information, diversification of applications, and dynamic differences in preservation requirements. In practical applications, there is a need for a quantitative evaluation system and evaluation method for the effectiveness of privacy-preserving algorithms, so as to facilitate the promotion and application of privacy-preserving algorithms in the industry.