Melek Önen

EURECOM — France

Computer Science · Physical Sciences

22h-index1.5kcitations142works1.82yr avg
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Research Topics

Cryptography and Data Security(74), Privacy-Preserving Technologies in Data(65), Cloud Data Security Solutions(22), Internet Traffic Analysis and Secure E-voting(14), Privacy, Security, and Data Protection(12)

Publications142 total

Robust Blockchain-Based Federated Learning
2025Open Access
Enhancing Privacy in Federated Learning: Secure Aggregation for Real-World Healthcare Applications
Lecture notes in computer science·2025· 5 citedOpen Access
SAAFL: Secure Aggregation for Label-Aware Federated Learning
IFIP advances in information and communication technology·2025
List of contributors
Elsevier eBooks·2025Open Access
Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world Healthcare Applications
Studies in computational intelligence·2025· 3 citedOpen Access
Multi-User Searchable Encryption
2025
Another Walk for Monchi
Lecture notes in computer science·2025
Fundamentals of privacy-preserving and secure machine learning
Elsevier eBooks·2025· 1 cited
Link Inference Attacks in Vertical Federated Graph Learning
2024· 1 citedOpen Access
Fault Tolerant and Malicious Secure Federated Learning
Lecture notes in computer science·2024
Chernoff Information as a Privacy Constraint for Adversarial Classification
2024· 1 citedOpen Access
Let Them Drop: Scalable and Efficient Federated Learning Solutions Agnostic to Stragglers
2024· 1 citedOpen Access
Nomadic: Normalising Maliciously-Secure Distance with Cosine Similarity for Two-Party Biometric Authentication
2024· 3 citedOpen Access
Buffalo: A Practical Secure Aggregation Protocol for Buffered Asynchronous Federated Learning
2024· 1 citedOpen Access
Monchi: Multi-scheme Optimization For Collaborative Homomorphic Identification
2024· 1 citedOpen Access
Privacy preserving image registration
Medical Image Analysis·2024· 6 citedOpen Access
Node Injection Link Stealing Attack
Lecture notes in computer science·2024· 2 citedOpen Access
A Practical TFHE-Based Multi-Key Homomorphic Encryption with Linear Complexity and Low Noise Growth
Lecture notes in computer science·2024· 9 citedOpen Access
PRIDA: PRIvacy-Preserving Data Aggregation with Multiple Data Customers
IFIP advances in information and communication technology·2024· 1 citedOpen Access
UPCARE: User Privacy-Preserving Cancer Research Platform
2024Open Access
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Frequent Co-authors

Refik Molva(31), Abdullatif Shikfa(8), Kaoutar Elkhiyaoui(7), Monir Azraoui(6), Cédric Van Rompay(4), Mohamad Mansouri(3), Wafa Ben Jaballah(3), Leucio Antonio Cutillo(3), Clémentine Gritti(3), Alberto Ibarrondo(3), Pasquale Puzio(2), Sergio Loureiro(2), Mauro Conti(2), Karin Bernsmed(2), Anderson Santana de Oliveira(2), Orhan Ermiş(2), Hervé Chabanne(2), Sofiane Lounici(2), Slim Trabelsi(2), Erik-Oliver Blaß(1)