EP 4275343 A1 20231115 - GENERATION AND EVALUATION OF SECURE SYNTHETIC DATA
Title (en)
GENERATION AND EVALUATION OF SECURE SYNTHETIC DATA
Title (de)
ERZEUGUNG UND AUSWERTUNG VON SICHEREN SYNTHETISCHEN DATEN
Title (fr)
GÉNÉRATION ET ÉVALUATION DE DONNÉES SYNTHÉTIQUES SÉCURISÉES
Publication
Application
Priority
- US 202117142024 A 20210105
- US 202117142097 A 20210105
- US 202117142117 A 20210105
- US 202117142137 A 20210105
- US 202117240133 A 20210426
- US 2022011253 W 20220105
Abstract (en)
[origin: WO2022150343A1] A system, method, and computer-readable medium for generating factual and/or counterfactual data are described. This may have the effect of improving the complexity of data available for training machine learning models. The models may include agent-based models (ABMs) in which the agent definitions are decoupled from the simulation. In one or more aspects, some agents may have attributes and associated behaviors that permit them to be reused in different ABMs to simulate different systems.
IPC 8 full level
H04L 43/00 (2022.01); H04L 65/40 (2022.01)
CPC (source: EP)
G06F 30/27 (2020.01); G06N 3/047 (2023.01); G06N 3/0475 (2023.01); G06N 3/094 (2023.01); G06N 7/01 (2023.01); G06F 2111/08 (2020.01); G06N 3/0455 (2023.01); H04L 41/145 (2013.01); H04L 43/50 (2013.01)
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
Designated validation state (EPC)
KH MA MD TN
DOCDB simple family (publication)
DOCDB simple family (application)
US 2022011253 W 20220105; EP 22737018 A 20220105