Ethical considerations and legal issues relating to federated learning

Author

Warren B. CHIK, Singapore Management UniversityFollow
Florian GAMPER

Publication Type

Book Chapter

Publication Date

2-2024

Abstract

In this chapter, we will explore the global trends and general principles relating to the ethics of federated learning systems. We will also examine the main legal issues relating to federated learning, in particular, the areas relating to the transparency and fairness of AI systems, privacy and personal data protection, intellectual property, legal ownership and rights to the system and output and governance concerns.

Discipline

Intellectual Property Law | Science and Technology Law

Research Areas

Innovation, Technology and the Law

Publication

Federated learning: Theory and practice

Editor

NGUYEN, Lam M.; HOANG, Trong Nghia; CHEN, Pin-Yu

First Page

369

Last Page

391

Identifier

10.1016/B978-0-44-319037-7.00032-6

Publisher

Academic Press

Citation

1

Additional URL

https://doi.org/10.1016/B978-0-44-319037-7.00032-6