MLchartDataset catalogue

privacy-utility tradeoff

Term · Cybersecurity · MLC-T-CYB-003270

The fundamental tension between privacy and accuracy. Adding more noise increases privacy but reduces accuracy, and vice-versa.

Table 1. Record
IdentifierMLC-T-CYB-003270
FieldCybersecurity
ReferencesNIST SP 800-226; NIST CSRC Glossary
Record as JSON 
{
  "id": "MLC-T-CYB-003270",
  "term": "privacy-utility tradeoff",
  "field": "Cybersecurity",
  "definition": "The fundamental tension between privacy and accuracy. Adding more noise increases privacy but reduces accuracy, and vice-versa.",
  "references": [
    "NIST SP 800-226",
    "NIST CSRC Glossary"
  ],
  "url": "https://mlchart.com/terminology/cybersecurity/privacy-utility-tradeoff/"
}

Record 3,270 of 4,693 in Cybersecurity terminology (MLC-0102). Request the full dataset.