Reda Bellafqira
Publications
Publications
|
|
A Blockchain-Enhanced Reversible Watermarking Framework for End-to-End Data Traceability in Federated Learning Systems9th International Conference on Cryptography, Security and Privacy (CSP 2025), Apr 2025, Okinawa, Japan |
|
|
An Improved Paillier-Based Reversible Watermarking Scheme for 3D Models with Reduced Complexity18th International Symposium on Foundations & Practice of Security (FPS - 2025), Nov 2025, Brest, France |
|
|
A White-Box Watermarking Modulation for Encrypted DNN in Homomorphic Federated Learning21st International Conference on Security and Cryptography, INSTICC, Jul 2024, Dijon, France. pp.186-197, ⟨10.5220/0012764300003767⟩ |
|
|
FedCAM - Identifying Malicious Models in Federated Learning Environments Conditionally to Their Activation MapsWONS 2024: 19th Wireless On-Demand Network Systems and Services Conference, Jan 2024, Chamonix, France. pp.49-56, ⟨10.23919/WONS60642.2024.10449550⟩ |
|
|
Securing Intellectual Property in Federated LearningConference on Artificial Intelligence for Defense, DGA Maîtrise de l'Information, Nov 2023, Rennes, France |
Robust and Imperceptible Watermarking Scheme for GWAS Data Traceability21st International Workshop, IWDW 2022, Nov 2022, Guilin, China. pp.147-161, ⟨10.1007/978-3-031-25115-3_10⟩ |
|
A Hybrid Cloud Deployment Architecture For Privacy-preserving Collaborative Genome-Wide Association StudiesEAI ICDF2C 2021: 12th EAI International Conference on Digital Forensics & Cyber Crime, Dec 2021, Singapour, Singapore. pp.342-359, ⟨10.1007/978-3-031-06365-7_21⟩ |
|
|
|
Secure Processing of Stream Cipher Encrypted Data Issued from IOT: Application to a Connected Knee Prosthesis2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jul 2019, Berlin, Germany. pp.6494-6497, ⟨10.1109/EMBC.2019.8857055⟩ |
|
|
Secure Multilayer Perceptron Based on Homomorphic EncryptionIWDW: International Workshop on Digital Watermarking, Oct 2018, Jeju, South Korea. pp.322-336, ⟨10.1007/978-3-030-11389-6_24⟩ |
Proxy Re-Encryption Based on Homomorphic Encryptionthe 33rd Annual Computer Security Applications Conference, Dec 2017, Orlando, United States. pp.154-161, ⟨10.1145/3134600.3134616⟩ |
|
|
|
Secure content based image retrieval in medical databasesJournées RITS 2015, Mar 2015, Dourdan, France. pp 114-115 |
Content-Based Image Retrieval in Homomorphic Encryption DomainEMBC 2015 : 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2015, Milan, Italy. pp.2944 - 2947 ⟨10.1109/EMBC.2015.7319009⟩ |
Chapter 2 - Architecture and design choices for federated learning in modern digital healthcare systemsAgbotiname Lucky Imoize, Mohammad S. Obaidat, Houbing Herbert Song. Federated Learning for Digital Healthcare Systems, Academic Press, pp.37-58, 2024, 9780443138973. ⟨10.1016/b978-0-443-13897-3.00002-3⟩ |
|
|
FedCrypt: A Dynamic White-Box Watermarking Scheme for Homomorphic Federated Learning2024 |
|
|
White-box Membership Attack Against Machine Learning Based Retinopathy Classification2024 |
|
|
Chiffrement homomorphe et recherche par le contenu sécurisé de données externalisées et mutualisées : Application à l'imagerie médicale et l'aide au diagnosticCryptographie et sécurité [cs.CR]. Ecole nationale supérieure Mines-Télécom Atlantique, 2017. Français. ⟨NNT : 2017IMTA0063⟩ |