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  1. No Access

    Chapter and Conference Paper

    Robust and Imperceptible Watermarking Scheme for GWAS Data Traceability

    This paper proposes the first robust watermarking method of outsourced or shared genomic data in the context of genome-wide association studies (GWAS) with the primary purpose of identifying the individual or ...

    Reda Bellafqira, Musab Al-Ghadi, Emmanuelle Genin… in Digital Forensics and Watermarking (2023)

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    Chapter and Conference Paper

    A Hybrid Cloud Deployment Architecture for Privacy-Preserving Collaborative Genome-Wide Association Studies

    The increasing availability of sequenced human genomes is enabling health professionals and genomics researchers to well understand the implication of genetic variants in the development of common diseases, no...

    Fatima-zahra Boujdad, David Niyitegeka… in Digital Forensics and Cyber Crime (2022)

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    Chapter and Conference Paper

    Secure Multilayer Perceptron Based on Homomorphic Encryption

    In this work, we propose an outsourced Secure Multilayer Perceptron (SMLP) scheme where privacy and confidentiality of the data and the model are ensured during its training and the classification phases. More...

    Reda Bellafqira, Gouenou Coatrieux, Emmanuelle Genin… in Digital Forensics and Watermarking (2019)

  4. No Access

    Chapter and Conference Paper

    Dynamic Watermarking-Based Integrity Protection of Homomorphically Encrypted Databases – Application to Outsourced Genetic Data

    In this paper, we propose a dynamic database crypto-watermarking scheme that enables a cloud service provider (CSP) to verify the integrity of encrypted databases outsourced by different users. This scheme tak...

    David Niyitegeka, Gouenou Coatrieux, Reda Bellafqira… in Digital Forensics and Watermarking (2019)