Conference Publication Details
Mandatory Fields
Khan, Muhammad Imran; Foley, Simon N.; O’Sullivan, Barry
Procedia Computer Science
Towards privacy-anomaly detection: Discovering correlation between privacy and security-anomalies
2020
August
Published
1
()
Optional Fields
Anomaly detection Anonymization Electronic privacy K-anonymity Relational databases
331
339
Leuven, Belgium
09-SEP-20
12-AUG-20
In this paper a notion of privacy-anomaly detection is presented where normative privacy is modelled using k-anonymity. Based on the model, normative privacy-profiles are constructed, and deviation from normative privacy-profile at runtime is labelled as a privacy-anomaly. Furthermore, the paper investigates whether there is a correlation between security-anomalies and privacy-anomalies, that is, whether the privacy-anomalies labelled by privacy-anomaly detection system are detected by conventional security-anomaly detection system used for detecting malicious accesses to databases by insiders.
10.1016/j.procs.2020.07.048
Grant Details