Erzeugung Synthetischer Daten mit Adaptiven Datenschutztechniken

Details

Veröffentlichungs-Nr.

EP4822576

Anmeldetag

23. März 2026

Veröffentlichung

14. Oktober 2026

Rechtsraum

EP

Abstract

Systems and methods for generating synthetic data. One such method includes receiving, at a security unit, adaptive controls comprising both privacy budget constraints and compliance requirements for determining risk scores for sensitive information. The method further includes receiving, at the security unit, an input dataset comprising a plurality of data entries including sensitive information and determining a risk score in accordance with the compliance requirements for each of the plurality of data entries. The method further includes dynamically allocating, for each of the plurality of data entries, a privacy budget based on the risk score for the data entry and the privacy budget constraints. The method further includes performing adaptive remediation on the input dataset to generate a synthetic dataset, wherein adaptive remediation comprises adaptive aggregation and/or adaptive differential noise injection.

Anmelder

Firma

Microsoft Technology Licensing, LLC

Land

🇺🇸 USA