|
[1]
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A Comprehensive Federated Framework for Privacy Preserving Techniques in Sensitive Data Applications
2026 Second International Conference on Intelligent Systems for Communication, IoT and Security (ICISCoIS),
2026
DOI:10.1109/ICISCoIS62701.2026.11448080
|
|
|
|
|
[2]
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Differentially Private Federated Learning: A Systematic Review
ACM Computing Surveys,
2026
DOI:10.1145/3801079
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|
|
|
|
[3]
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AI for All: An Open Agentic Framework for Predictive, Preventive, and Ethical Learning Analytics in Higher Education
2026 International Conference on Activity and Behavior Computing (ABC),
2026
DOI:10.1109/ABC68169.2026.11567293
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|
|
|
[4]
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Privacy-Preserving UAV-Based Traffic Data Acquisition Platform
SAE Technical Paper Series,
2026
DOI:10.4271/2026-99-0595
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|
|
|
[5]
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Explainable AI Models for Financial Fraud Detection in Banking System
2026 IEEE 18th International Conference on Computational Intelligence and Communication Networks (CICN),
2026
DOI:10.1109/CICN70047.2026.11594355
|
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|
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|
[6]
|
FLRSP: privacy-preserving federated learning using randomly selected model parameters
APSIPA Transactions on Signal and Information Processing,
2026
DOI:10.1108/ATSIP-01-2026-0004
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|
|
|
[7]
|
The Convergence of the Metaverse, AI, and Federated Learning in Healthcare Ecosystems
Advances in Computational Intelligence and Robotics,
2026
DOI:10.4018/979-8-3373-8889-2.ch013
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|
|
|
[8]
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A Theoretical Comparison of Federated Learning with Differential Privacy and Blockchain for Security and Privacy in IoMT
2025 19th International Conference on Ubiquitous Information Management and Communication (IMCOM),
2025
DOI:10.1109/IMCOM64595.2025.10857505
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[9]
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Privacy-Preserving in Federated Learning: A Comparison between Differential Privacy and Homomorphic Encryption across Different Scenarios
2025 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW),
2025
DOI:10.1109/ICSTW64639.2025.10962468
|
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|
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|
[10]
|
Federated learning: a privacy-preserving approach to data-centric regulatory cooperation
Frontiers in Drug Safety and Regulation,
2025
DOI:10.3389/fdsfr.2025.1579922
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|
|
|
|
[11]
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Neural Gas method using autonomous and secure distributed processing with decomposed data
Nonlinear Theory and Its Applications, IEICE,
2025
DOI:10.1587/nolta.16.377
|
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|
|
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[12]
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Research on the Recovery Strategy of Federated Learning Model Based on Zero-Knowledge Proof
2025 International Conference on Algorithm, Artificial Intelligence and Computer Vision (AAICV),
2025
DOI:10.1109/AAICV66571.2025.00042
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|
|
|
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[13]
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DP-Fed6G: An adaptive differential privacy-empowered federated learning framework for 6G networks
Digital Communications and Networks,
2025
DOI:10.1016/j.dcan.2025.07.006
|
|
|
|
|
[14]
|
AI Driven Fraud Detection Models in Financial Networks: A Comprehensive Systematic Review
IEEE Access,
2025
DOI:10.1109/ACCESS.2025.3596060
|
|
|
|
|
[15]
|
FedDP: Differential Privacy-based Federated Learning for Smart Soil Health Prediction
2025 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI),
2025
DOI:10.1109/CCCI65983.2025.11215110
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|
|
|
[16]
|
Performance and Security Evaluation of Federated Learning under IID and Non-IID Settings and Differential Privacy
2025 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT),
2025
DOI:10.1109/COMNETSAT68601.2025.11324726
|
|
|
|
|
[17]
|
Beyond the Cloud: Federated Learning and Edge AI for the Next Decade
Journal of Computer and Communications,
2025
DOI:10.4236/jcc.2025.132004
|
|
|
|
|
[18]
|
Artificial Intelligence in Cybersecurity to Detect Phishing
Journal of Computer and Communications,
2024
DOI:10.4236/jcc.2024.1212007
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|
|
|
|
[19]
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A survey on federated learning: a perspective from multi-party computation
Frontiers of Computer Science,
2024
DOI:10.1007/s11704-023-3282-7
|
|
|
|
|
[20]
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Federated learning with hybrid differential privacy for secure and reliable cross‐IoT platform knowledge sharing
SECURITY AND PRIVACY,
2024
DOI:10.1002/spy2.374
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|
|
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[21]
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Differential Privacy Based Federated Learning Techniques in IoMT: A Review
2024 18th International Conference on Ubiquitous Information Management and Communication (IMCOM),
2024
DOI:10.1109/IMCOM60618.2024.10418361
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|
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|
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[22]
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Federated Learning Survey: A Multi-Level Taxonomy of Aggregation Techniques, Experimental Insights, and Future Frontiers
ACM Transactions on Intelligent Systems and Technology,
2024
DOI:10.1145/3678182
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