MLchartDataset catalogue

Synthetic data generation

Term · Cybersecurity · MLC-T-CYB-004175

1. A process in which seed data are used to create artificial data that have some of the statistical characteristics of the seed data.

2. a process in which seed data is used to create artificial data that has some of the statistical characteristics as the seed data

Table 1. Record
IdentifierMLC-T-CYB-004175
FieldCybersecurity
ReferencesNIST SP 800-188; NISTIR 8053; NIST CSRC Glossary
Record as JSON 
{
  "id": "MLC-T-CYB-004175",
  "term": "Synthetic data generation",
  "field": "Cybersecurity",
  "definition": "1. A process in which seed data are used to create artificial data that have some of the statistical characteristics of the seed data.\n\n2. a process in which seed data is used to create artificial data that has some of the statistical characteristics as the seed data",
  "references": [
    "NIST SP 800-188",
    "NISTIR 8053",
    "NIST CSRC Glossary"
  ],
  "url": "https://mlchart.com/terminology/cybersecurity/synthetic-data-generation/"
}

Record 4,153 of 4,669 in Cybersecurity terminology (MLC-0102). Request the full dataset.