Video Scrambling for Privacy Protection in Video Surveillance – Recent Results and Validation Framework Frederic Dufaux To cite this version: Frederic Dufaux. Video Scrambling for Privacy Protection in Video Surveillance – Recent Results and Validation Framework. Mobile Multimedia/Image Processing, Security and Applications, SPIE, Apr 2011, Orlando, United States. hal-01436403 HAL Id: hal-01436403 https://hal.archives-ouvertes.fr/hal-01436403 Submitted on 10 Jan 2020 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. Video Scrambling for Privacy Protection in Video Surveillance – Recent Results and Validation Framework Frederic Dufaux Laboratoire de Traitement et Communication de l’Information – UMR 5141 CNRS Télécom ParisTech F-75634 Paris Cedex 13, France
[email protected] ABSTRACT The issue of privacy in video surveillance has drawn a lot of interest lately. However, thorough performance analysis and validation is still lacking, especially regarding the fulfillment of privacy-related requirements. In this paper, we first review recent Privacy Enabling Technologies (PET). Next, we discuss pertinent evaluation criteria for effective privacy protection. We then put forward a framework to assess the capacity of PET solutions to hide distinguishing facial information and to conceal identity.