Privacy preserving via tree augmented naïve Bayesian classifier in multimedia database

  • Authors:
  • Samir Saad;Bechara Al Bouna;Richard Chbeir

  • Affiliations:
  • Antonine University, Baabda, Lebanon;Antonine University, Baabda, Lebanon;Univ. of Bourgogne, Dijon, France

  • Venue:
  • Proceedings of the International Conference on Management of Emergent Digital EcoSystems
  • Year:
  • 2011

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Abstract

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.