This standard specifies the technical architecture, requirements, and evaluation methods for using differential privacy to protect user personal information in data processing. It defines three deployment models (central, local, and shuffle), establishes technical requirements covering basic capability, data security, algorithm security, and scenario-based security, and provides a three-level protection classification scheme. Test and evaluation methods for verifying conformance are also specified.
- Standard Committee
- C/AISC - Artificial Intelligence Standards Committee
- Status
- Active PAR
- PAR Approval
- 2023-09-21
Working Group Details
- Society
- IEEE Computer Society
- Standard Committee
- C/AISC - Artificial Intelligence Standards Committee
- Working Group
-
PETS-WG - Privacy-Enhancing Technology Security
- IEEE Program Manager
- Christy Bahn
Contact Christy Bahn - Working Group Chair
- Tianning Huangtn
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