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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao https://doi.org/10.1...arrow_drop_down
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https://doi.org/10.1109/6gnet5...
Article . 2022 . Peer-reviewed
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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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Framework for Trustworthy AI/ML in B5G/6G

Authors: Sokratis Barmpounakis; Panagiotis Demestichas;

Framework for Trustworthy AI/ML in B5G/6G

Abstract

The world already moves towards the 6G era. AI/ML mechanisms will become structural components of the system and operate in a native manner. As the systems get more complex and intelligent, mechanisms for ensuring trust in those operations become critical. In this paper we take some first steps in the discussion on trustworthy AI towards 6G. Our discussion justifies the need for a framework and highlights that a comprehensive approach needs to be taken, for protecting the input of the AI mechanisms, for achieving an explainable operation, and for guaranteeing proper outputs. Architectural design principles, as well as resource allocation aspects are touched upon, and the important future steps are designated.

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    popularity
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    influence
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average