Privacy preserving via tree augmented naïve Bayesian classifier in multimedia database

Samira Saad , Bechara Al Bouna (1) , Richard Chbeir (1)

1 Le2i - Laboratoire Electronique, Informatique et Image [UMR6306]

In this paper, we propose a novel technique for privacy preserving in multimedia databases. Our technique is based on a multimedia co-occurrence matrix and a tree augmented naive Bayesian classifier (TAN) to detect possible data associations making confidential multimedia objects at risk.

Domaines: Informatique; Base de données [cs.DB]; Multimédia [cs.MM]; Recherche d'information [cs.IR]; Web

Samira Saad, Bechara Al Bouna, Richard Chbeir. Privacy preserving via tree augmented naïve Bayesian classifier in multimedia database. International Conference on Management of Emergent Digital EcoSystems, Nov 2011, San Francisco, CA, United States. pp.297-304. ⟨hal-01092528⟩