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Muhammad Shafique — most-cited papers & profile · Federated Learning
← authors
·
overview
Muhammad Shafique
40
papers ·
88
citations ·
50
h-index
New York University Abu Dhabi
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML
2024 · 4 citations
FedQNN: Federated Learning using Quantum Neural Networks
2024 · 2 citations
MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption
2024 · 1 citations
RobQFL: Robust Quantum Federated Learning in Adversarial Environment
2025
A Privacy-Preserving Federated Framework with Hybrid Quantum-Enhanced Learning for Financial Fraud Detection
2025
Top co-authors
Nouhaila Innan
· 5
Alberto Marchisio
· 2
and Mohamed Bennai
· 2
Sadok Ben Yahia
· 2
Siddhant Dutta
· 2
Abhishek Sawaika
· 1
Aditi Lal
· 1
David E. Bernal Neira
· 1
David Esteban Bernal Neira
· 1
Durga Pritam Suggisetti
· 1
Iago Leal de Freitas
· 1
Muhammad Al-Zafar Khan
· 1
Topics
Federated Learning
Privacy
Encryption
Adversarial Attacks
Security
Data Heterogeneity
Optimization
Edge Computing