
Guide to Creating and Using Synthetic Data for Safe Data Utilization
Description
Book Introduction
This guide has been prepared to provide reference methods and procedures for creating and utilizing synthetic data in compliance with the Personal Information Protection Act. It can be utilized by those responsible for applying synthetic data to work, etc.
index
Chapter 1: Guide Overview
1.
purpose
2.
Applicable target
3.
Glossary of terms
Chapter 2: Introduction to Synthetic Data
1.
Definition of synthetic data
2.
Synthetic Data Types and Cases
3.
Synthetic data trends
4.
Considerations when creating and utilizing synthetic data
Chapter 3: Creating and Using Synthetic Data
1.
Advance preparation
2.
Synthetic Data Generation [Reference: Synthetic Data Generation Checklist]
3.
Safety and usability verification
4.
Deliberation Committee Evaluation
5.
Utilization and safe management
Chapter 4 Usage Guidelines
Appendix 1: Synthetic Data Generation Methodology
Appendix 2: Synthetic Data Safety Verification Criteria
Appendix 3: Method for verifying the usefulness of synthetic data
Appendix 4: Method for calculating threshold values for structured data verification indicators
Appendix 5: Example of Generating Structured Synthetic Data
Appendix 6: Example of Creating Unstructured Synthetic Data
Appendix 7 Synthetic Data Creation Reference Form
Appendix 8 Frequently Asked Questions (FAQ)
1.
purpose
2.
Applicable target
3.
Glossary of terms
Chapter 2: Introduction to Synthetic Data
1.
Definition of synthetic data
2.
Synthetic Data Types and Cases
3.
Synthetic data trends
4.
Considerations when creating and utilizing synthetic data
Chapter 3: Creating and Using Synthetic Data
1.
Advance preparation
2.
Synthetic Data Generation [Reference: Synthetic Data Generation Checklist]
3.
Safety and usability verification
4.
Deliberation Committee Evaluation
5.
Utilization and safe management
Chapter 4 Usage Guidelines
Appendix 1: Synthetic Data Generation Methodology
Appendix 2: Synthetic Data Safety Verification Criteria
Appendix 3: Method for verifying the usefulness of synthetic data
Appendix 4: Method for calculating threshold values for structured data verification indicators
Appendix 5: Example of Generating Structured Synthetic Data
Appendix 6: Example of Creating Unstructured Synthetic Data
Appendix 7 Synthetic Data Creation Reference Form
Appendix 8 Frequently Asked Questions (FAQ)
GOODS SPECIFICS
- Date of issue: April 7, 2025
- Page count, weight, size: 110 pages | 188*257*20mm
- ISBN13: 9791129058669
- ISBN10: 1129058662
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