Work

Data degradation

Year: 2008

Type: conference-paper

Abstract: Trail disclosure is the leakage of privacy sensitive data, resulting from negligence, attack or abusive scrutinization or usage of personal digital trails. To prevent trail disclosure, data degradation is proposed as an alternative to the limited retention principle. Data degradation is based on the assumption that long lasting purposes can often be satisfied with a less accurate, and therefore less sensi-tive, version of the data. Data will be progressively degraded such that it still serves application purposes, while decreasing accuracy and thus privacy sensitivity.

Source: ACM International Conference on Information and Knowledge Management (CIKM)

DOI: 10.1145/1458082.1458301

Authors: Nicolas Anciaux, Luc Bouganim, Harold van Heerde, Philippe Pucheral, Peter M.G. Apers

Institutions: Institut national de recherche en sciences et technologies du numérique, University of Twente

Language: English

Topic: Privacy-Preserving Technologies in Data

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W2005016207

FWCI: 0.527

Cites: 5

Cited by: 12

Related to: 10