An end to end secure CBIR over encrypted medical database.

Clicks: 299
ID: 2062
2016
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Ranked #68 of 127 articles by views in conference proceedings : annual international conference of the ieee engineering in medicine and biology society ieee engineering in medicine and biology society annual conference

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Abstract
In this paper, we propose a new secure content based image retrieval (SCBIR) system adapted to the cloud framework. This solution allows a physician to retrieve images of similar content within an outsourced and encrypted image database, without decrypting them. Contrarily to actual CBIR approaches in the encrypted domain, the originality of the proposed scheme stands on the fact that the features extracted from the encrypted images are themselves encrypted. This is achieved by means of homomorphic encryption and two non-colluding servers, we however both consider as honest but curious. In that way an end to end secure CBIR process is ensured. Experimental results carried out on a diabetic retinopathy database encrypted with the Paillier cryptosystem indicate that our SCBIR achieves retrieval performance as good as if images were processed in their non-encrypted form.
Reference Key
bellafqira2016anconference Use this key to autocite in the manuscript while using SciMatic Manuscript Manager or Thesis Manager
Authors Bellafqira, Reda;Coatrieux, Gouenou;Bouslimi, Dalel;Quellec, Gwenole;
Journal conference proceedings : annual international conference of the ieee engineering in medicine and biology society ieee engineering in medicine and biology society annual conference
Year 2016
DOI
10.1109/EMBC.2016.7591247
URL
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