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33as-33
Ri

Re-Id

Severity7/10

Re-identification

Data linkage and correlation techniques on seemingly anonymized datasets that allow the identification of individuals, violating privacy guarantees.

Periodic recordPrivacyarXiv2024

Katharina Bendig, René Schuster, Nicole Thiemer, Karen Joisten, Didier Stricker

Mitigation Strategy

Rigorous implementation of k-anonymity and l-diversity, application of Differential Privacy, advanced obfuscation techniques, and limits on dataset sharing.

Atomic Number

33

Ri

Risk ID

as-33

Severity

7/10

Severity Level

33
Privacy
as-33
Ri

Re-Id

Re-identification

RiesgosIA.org
Privacy • #33

Re-identification

Ri
Severity Level7/10

Definition

Data linkage and correlation techniques on seemingly anonymized datasets that allow the identification of individuals, violating privacy guarantees.

Mitigation Strategy

Rigorous implementation of k-anonymity and l-diversity, application of Differential Privacy, advanced obfuscation techniques, and limits on dataset sharing.

Notes / Observations

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RiesgosIA.org • Periodic Table of AI RisksRiesgosIA.org