Reda Bellafqira

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 21

Top Topics

Learning Models

Homomorphic Encryption

Image Retrieval

Multilayer Perceptron

Top Venues

Publications

Mohamed El Azzouzi, Gouenou Coatrieux, Reda Bellafqira, Denis Delamarre, Christine Riou, Naima Oubenali, Sandie Cabon, Marc Cuggia, Guillaume Bouzillé
Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Reda Bellafqira, Gouenou Coatrieux, Mohammed Lansari, Jilo Chala
FedCAM - Identifying Malicious Models in Federated Learning Environments Conditionally to Their Activation Maps. WONS (2024)
Mohammed Lansari, Reda Bellafqira, Katarzyna Kapusta, Vincent Thouvenot, Olivier Bettan, Gouenou Coatrieux
When Federated Learning Meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection. Mach. Learn. Knowl. Extr. 5 (4) (2023)
Mohammed Lansari, Reda Bellafqira, Katarzyna Kapusta, Vincent Thouvenot, Olivier Bettan, Gouenou Coatrieux
When Federated Learning meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection. CoRR (2023)
Reda Bellafqira, Gouenou Coatrieux
DICTION: DynamIC robusT whIte bOx watermarkiNg scheme. CoRR (2022)
Mounia Hamidouche, Reda Bellafqira, Gwenolé Quellec, Gouenou Coatrieux
White-box Membership Attack Against Machine Learning Based Retinopathy Classification. CoRR (2022)
Reda Bellafqira, Musab Al-Ghadi, Emmanuelle Génin, Gouenou Coatrieux
Robust and Imperceptible Watermarking Scheme for GWAS Data Traceability. IWDW (2022)
Anass El Moadine, Gouenou Coatrieux, Reda Bellafqira
Poisoning-Attack Detection Using an Auto-encoder for Deep Learning Models. ICDF2C (2022)
Fatima-Zahra Boujdad, David Niyitegeka, Reda Bellafqira, Gouenou Coatrieux, Emmanuelle Génin, Mario Südholt
A Hybrid Cloud Deployment Architecture for Privacy-Preserving Collaborative Genome-Wide Association Studies. ICDF2C (2021)
Maxime Pistono, Reda Bellafqira, Gouenou Coatrieux
Cryptosystem Conversion, Packing and Matrix Processing of Homomorphically Encrypted Data: Application to IOT Devices. IEEE Access 9 (2021)
David Niyitegeka, Reda Bellafqira, Emmanuelle Génin, Gouenou Coatrieux
Secure Collapsing Method Based on Fully Homomorphic Encryption. MIE (2020)
Reda Bellafqira, Thomas E. Ludwig, David Niyitegeka, Emmanuelle Génin, Gouenou Coatrieux
Privacy-Preserving Genome-Wide Association Study for Rare Mutations - A Secure FrameWork for Externalized Statistical Analysis. IEEE Access 8 (2020)
Maxime Pistono, Reda Bellafqira, Gouenou Coatrieux
Secure Processing of Stream Cipher Encrypted Data Issued from IOT: Application to a Connected Knee Prosthesis. EMBC (2019)
Reda Bellafqira, Gouenou Coatrieux, Emmanuelle Génin, Michel Cozic
Secure Multilayer Perceptron Based On Homomorphic Encryption. CoRR (2018)
Reda Bellafqira, Gouenou Coatrieux, Emmanuelle Génin, Michel Cozic
Secure Multilayer Perceptron Based on Homomorphic Encryption. IWDW (2018)
David Niyitegeka, Gouenou Coatrieux, Reda Bellafqira, Emmanuelle Génin, Javier Franco-Contreras
Dynamic Watermarking-Based Integrity Protection of Homomorphically Encrypted Databases - Application to Outsourced Genetic Data. IWDW (2018)
Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwénolé Quellec, Michel Cozic
Secured Outsourced Content Based Image Retrieval Based on Encrypted Signatures Extracted From Homomorphically Encrypted Images. CoRR (2017)
Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwénolé Quellec, Michel Cozic
Sharing Data Homomorphically Encrypted with Different Encryption Keys. CoRR (2017)
Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwénolé Quellec, Michel Cozic
Proxy Re-Encryption Based on Homomorphic Encryption. ACSAC (2017)
Dalel Bouslimi, Reda Bellafqira, Gouenou Coatrieux
Data hiding in homomorphically encrypted medical images for verifying their reliability in both encrypted and spatial domains. EMBC (2016)
Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwénolé Quellec
An end to end secure CBIR over encrypted medical database. EMBC (2016)
Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwénolé Quellec
Content-based image retrieval in homomorphic encryption domain. EMBC (2015)