Toward standardization in privacy-preserving data mining.

OLIVEIRA, S. R. de M.; ZAÏANE, O. R.

Toward standardization in privacy-preserving data mining.

Autores

Descripción

Introduction. Problems in defining privacy. Privacy-preserving data mining. Privacy violation in data mining. Defining privacy preservation in data mining. Characterizing scenarios in PPDM. Principles and policies for PPDM. The OECD privacy guidelines. The implications of the OECD privacy guidelines in PPDM. Adopting PPDM policies from the OECD privacy guidelines. Requirements for PPDM. Requirements for the development of technical solutions. Requirements to guide the deployment of technical solutions. Related work. Conclusions.
Na publicação: Stanley R. M. Oliveira.