differential privacy

{
  "id": "MLC-T-CYB-001363",
  "term": "differential privacy",
  "field": "Cybersecurity",
  "definition": "1. A rigorous mathematical definition of disclosure that considers the risk that an individual's confidential data may be learned as a result of a mathematical analysis based on that data being made publicly available.\n\n2. A mathematical framework that quantifies privacy risk to individuals as a consequence of data collection and subsequent data release.",
  "abbreviation": "DP",
  "references": [
    "NIST SP 800-188",
    "NIST SP 800-226 from Dwork et al (2006) (adapted)",
    "NIST CSRC Glossary"
  ],
  "url": "https://mlchart.com/terminology/cybersecurity/differential-privacy/"
}