Ethical considerations and legal issues relating to federated learning

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 per...

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Main Authors:	CHIK, Warren B., GAMPER, Florian
Format:	text
Language:	English
Published:	Institutional Knowledge at Singapore Management University 2024
Subjects:	Intellectual Property Law Science and Technology Law
Online Access:	https://ink.library.smu.edu.sg/sol_research/4598
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spelling	sg-smu-ink.sol_research-65562025-02-18T06:24:24Z Ethical considerations and legal issues relating to federated learning CHIK, Warren B. GAMPER, Florian 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. 2024-02-09T08:00:00Z text https://ink.library.smu.edu.sg/sol_research/4598 info:doi/10.1016/B978-0-44-319037-7.00032-6 Research Collection Yong Pung How School Of Law eng Institutional Knowledge at Singapore Management University Intellectual Property Law Science and Technology Law
institution	Singapore Management University
building	SMU Libraries
continent	Asia
country	Singapore Singapore
content_provider	SMU Libraries
collection	InK@SMU
language	English
topic	Intellectual Property Law Science and Technology Law
spellingShingle	Intellectual Property Law Science and Technology Law CHIK, Warren B. GAMPER, Florian Ethical considerations and legal issues relating to federated learning
description	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.
format	text
author	CHIK, Warren B. GAMPER, Florian
author_facet	CHIK, Warren B. GAMPER, Florian
author_sort	CHIK, Warren B.
title	Ethical considerations and legal issues relating to federated learning
title_short	Ethical considerations and legal issues relating to federated learning
title_full	Ethical considerations and legal issues relating to federated learning
title_fullStr	Ethical considerations and legal issues relating to federated learning
title_full_unstemmed	Ethical considerations and legal issues relating to federated learning
title_sort	ethical considerations and legal issues relating to federated learning
publisher	Institutional Knowledge at Singapore Management University
publishDate	2024
url	https://ink.library.smu.edu.sg/sol_research/4598
_version_	1827070781024108544

Ethical considerations and legal issues relating to federated learning

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