MLchartDataset catalogue

Neighboring datasets

Term · Cybersecurity · MLC-T-CYB-002801

The definition of neighboring datasets is a parameter to the differential privacy framework. In many contexts, two databases are considered neighbors if they differ in the data of one individual.

Table 1. Record
IdentifierMLC-T-CYB-002801
FieldCybersecurity
ReferencesNIST SP 800-226 from Dwork et al (2006) (adapted); NIST CSRC Glossary
Record as JSON 
{
  "id": "MLC-T-CYB-002801",
  "term": "Neighboring datasets",
  "field": "Cybersecurity",
  "definition": "The definition of neighboring datasets is a parameter to the differential privacy framework. In many contexts, two databases are considered neighbors if they differ in the data of one individual.",
  "references": [
    "NIST SP 800-226 from Dwork et al (2006) (adapted)",
    "NIST CSRC Glossary"
  ],
  "url": "https://mlchart.com/terminology/cybersecurity/neighboring-datasets/"
}

Record 2,786 of 4,669 in Cybersecurity terminology (MLC-0102). Request the full dataset.