Reda Bellafqira

28 papers A 1C 4Journal 13Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Dynamic Sliding Window Encoding for Secured DNA Data Storage Compliant With Biological and Indexing Constraints. IEEE Access Chloé Berton, Gouenou Coatrieux, Héléne Gasnier, Sahar Haddad, Reda Bellafqira, Dominique Lavenier
2025	J	`jnl`	FedCLEAN: byzantine defense by CLustering Errors of Activation maps in Non-IID federated learning environments. CoRR Mehdi Ben Ghali, Reda Bellafqira, Gouenou Coatrieux
2025	J	`jnl`	RoSe-Mix: Robust and Secure Deep Neural Network Watermarking in Black-Box Settings via Image Mixup. Mach. Learn. Knowl. Extr. Tamara El Hajjar, Mohammed Lansari, Reda Bellafqira, Gouenou Coatrieux, Katarzyna Kapusta, Kassem Kallas
2024	C	`conf`	A White-Box Watermarking Modulation for Encrypted DNN in Homomorphic Federated Learning. SECRYPT Mohammed Lansari, Reda Bellafqira, Katarzyna Kapusta, Vincent Thouvenot, Olivier Bettan, Gouenou Coatrieux
2024	J	`jnl`	Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models. BMC Medical Informatics Decis. Mak. Mohamed El Azzouzi, Gouenou Coatrieux, Reda Bellafqira, Denis Delamarre, Christine Riou, Naima Oubenali, Sandie Cabon, Marc Cuggia, Guillaume Bouzillé
2024	—	`conf`	FedCAM - Identifying Malicious Models in Federated Learning Environments Conditionally to Their Activation Maps. WONS Reda Bellafqira, Gouenou Coatrieux, Mohammed Lansari, Jilo Chala
2024	—	`conf`	Secure Extraction of Personal Information from EHR by Federated Machine Learning. MIE Reda Bellafqira, Gouenou Coatrieux, Marc Cuggia, Guillaume Bouzillé
2023	J	`jnl`	When Federated Learning Meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection. Mach. Learn. Knowl. Extr. Mohammed Lansari, Reda Bellafqira, Katarzyna Kapusta, Vincent Thouvenot, Olivier Bettan, Gouenou Coatrieux
2023	J	`jnl`	When Federated Learning meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection. CoRR Mohammed Lansari, Reda Bellafqira, Katarzyna Kapusta, Vincent Thouvenot, Olivier Bettan, Gouenou Coatrieux
2022	J	`jnl`	DICTION: DynamIC robusT whIte bOx watermarkiNg scheme. CoRR Reda Bellafqira, Gouenou Coatrieux
2022	—	`conf`	Poisoning-Attack Detection Using an Auto-encoder for Deep Learning Models. ICDF2C Anass El Moadine, Gouenou Coatrieux, Reda Bellafqira
2022	C	`conf`	Robust and Imperceptible Watermarking Scheme for GWAS Data Traceability. IWDW Reda Bellafqira, Musab Al-Ghadi, Emmanuelle Génin, Gouenou Coatrieux
2022	J	`jnl`	White-box Membership Attack Against Machine Learning Based Retinopathy Classification. CoRR Mounia Hamidouche, Reda Bellafqira, Gwenolé Quellec, Gouenou Coatrieux
2021	—	`conf`	A Hybrid Cloud Deployment Architecture for Privacy-Preserving Collaborative Genome-Wide Association Studies. ICDF2C Fatima-Zahra Boujdad, David Niyitegeka, Reda Bellafqira, Gouenou Coatrieux, Emmanuelle Génin, Mario Südholt
2021	J	`jnl`	Cryptosystem Conversion, Packing and Matrix Processing of Homomorphically Encrypted Data: Application to IOT Devices. IEEE Access Maxime Pistono, Reda Bellafqira, Gouenou Coatrieux
2020	J	`jnl`	Privacy-Preserving Genome-Wide Association Study for Rare Mutations - A Secure FrameWork for Externalized Statistical Analysis. IEEE Access Reda Bellafqira, Thomas E. Ludwig, David Niyitegeka, Emmanuelle Génin, Gouenou Coatrieux
2020	—	`conf`	Secure Collapsing Method Based on Fully Homomorphic Encryption. MIE David Niyitegeka, Reda Bellafqira, Emmanuelle Génin, Gouenou Coatrieux
2019	—	`conf`	Secure Processing of Stream Cipher Encrypted Data Issued from IOT: Application to a Connected Knee Prosthesis. EMBC Maxime Pistono, Reda Bellafqira, Gouenou Coatrieux
2018	C	`conf`	Dynamic Watermarking-Based Integrity Protection of Homomorphically Encrypted Databases - Application to Outsourced Genetic Data. IWDW David Niyitegeka, Gouenou Coatrieux, Reda Bellafqira, Emmanuelle Génin, Javier Franco-Contreras
2018	J	`jnl`	Secure Multilayer Perceptron Based On Homomorphic Encryption. CoRR Reda Bellafqira, Gouenou Coatrieux, Emmanuelle Génin, Michel Cozic
2018	C	`conf`	Secure Multilayer Perceptron Based on Homomorphic Encryption. IWDW Reda Bellafqira, Gouenou Coatrieux, Emmanuelle Génin, Michel Cozic
2017	—	`—`	Chiffrement homomorphe et recherche par le contenu sécurisé de données externalisées et mutualisées : Application à l'imagerie médicale et l'aide au diagnostic. (Homomorphic encryption and secure content based image retieval over outsourced data : Application to medical imaging and diagnostic assistance). Reda Bellafqira
2017	A	`conf`	Proxy Re-Encryption Based on Homomorphic Encryption. ACSAC Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec, Michel Cozic
2017	J	`jnl`	Secured Outsourced Content Based Image Retrieval Based on Encrypted Signatures Extracted From Homomorphically Encrypted Images. CoRR Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec, Michel Cozic
2017	J	`jnl`	Sharing Data Homomorphically Encrypted with Different Encryption Keys. CoRR Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec, Michel Cozic
2016	—	`conf`	An end to end secure CBIR over encrypted medical database. EMBC Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec
2016	—	`conf`	Data hiding in homomorphically encrypted medical images for verifying their reliability in both encrypted and spatial domains. EMBC Dalel Bouslimi, Reda Bellafqira, Gouenou Coatrieux
2015	—	`conf`	Content-based image retrieval in homomorphic encryption domain. EMBC Reda Bellafqira, Gouenou Coatrieux, Dalel Bouslimi, Gwenolé Quellec