14 citations · 18 across the 5 of their papers we have counts for
5 papers
Privacy-Preserving Federated Learning Framework for Risk-Based Adaptive Authentication
Yaser Baseri, Abdelhakim Senhaji Hafid, Dimitrios Makrakis +1
Balancing robust security with strong privacy guarantees is critical for Risk-Based Adaptive Authentication (RBA), particularly in decentralized settings. Federated Learning (FL) o…
Blockchain Security Risk Assessment in Quantum Era, Migration Strategies and Proactive Defense
Yaser Baseri, Abdelhakim Hafid, Yahya Shahsavari +2
The emergence of quantum computing presents a formidable challenge to the security of blockchain systems. Traditional cryptographic algorithms, foundational to digital signatures,…
F-RBA: A Federated Learning-based Framework for Risk-based Authentication
Hamidreza Fereidouni, Abdelhakim Senhaji Hafid, Dimitrios Makrakis +1
The proliferation of Internet services has led to an increasing need to protect private data. User authentication serves as a crucial mechanism to ensure data security. Although ro…
Privacy-Enhanced Adaptive Authentication: User Profiling with Privacy Guarantees
Yaser Baseri, Abdelhakim Senhaji Hafid, Dimitrios Makrakis
User profiling is a critical component of adaptive risk-based authentication, yet it raises significant privacy concerns, particularly when handling sensitive data. Profiling invol…
Integration of Federated Learning and Blockchain in Healthcare: A Tutorial
Yahya Shahsavari, Oussama A. Dambri, Yaser Baseri +2
Wearable devices and medical sensors revolutionize health monitoring, raising concerns about data privacy in ML for healthcare. This tutorial explores FL and BC integration, offeri…