A Multifaceted Survey on Federated Learning: Fundamentals, Paradigm Shifts, Practical Issues, Recent Developments, Partnerships, Trade-Offs, Trustworthiness, and …

A Majeed, SO Hwang - IEEE Access, 2024 - ieeexplore.ieee.org
Federated learning (FL) is considered a de facto standard for privacy preservation in AI
environments because it does not require data to be aggregated in some central place to …

A Dual-functional Blockchain Framework for Solving Distributed Optimization

W Cao, X Ling, J Wang, X Gao, Z Ding - arXiv preprint arXiv:2405.19027, 2024 - arxiv.org
Proof of Work (PoW) has been extensively utilized as the foundation of blockchain's security,
consistency, and tamper-resistance. However, long has it been criticized for its tremendous …