View source for 18366321. MECHANISM TO ENABLE AUTHORIZATION OF NETWORK FUNCTION ACTING AS FEDERATED LEARNING CLIENTS AND FEDERATED LLEARNING SERVERS IN 5G CORE simplified abstract (Nokia Technologies Oy)

=MECHANISM TO ENABLE AUTHORIZATION OF NETWORK FUNCTION ACTING AS FEDERATED LEARNING CLIENTS AND FEDERATED LLEARNING SERVERS IN 5G CORE=


==Organization Name==

[[:Category:Nokia Technologies Oy|Nokia Technologies Oy]]


[[Category:Nokia Technologies Oy]]

==Inventor(s)==

[[:Category:Chaitanya Aggarwal of Munich (DE)|Chaitanya Aggarwal of Munich (DE)]][[Category:Chaitanya Aggarwal of Munich (DE)]]

[[:Category:Saurabh Khare of Bangalore (IN)|Saurabh Khare of Bangalore (IN)]][[Category:Saurabh Khare of Bangalore (IN)]]

[[:Category:German Peindado Gomez of Warsaw (PL)|German Peindado Gomez of Warsaw (PL)]][[Category:German Peindado Gomez of Warsaw (PL)]]

==MECHANISM TO ENABLE AUTHORIZATION OF NETWORK FUNCTION ACTING AS FEDERATED LEARNING CLIENTS AND FEDERATED LLEARNING SERVERS IN 5G CORE - A simplified explanation of the abstract==


This abstract first appeared for US patent application 18366321 titled 'MECHANISM TO ENABLE AUTHORIZATION OF NETWORK FUNCTION ACTING AS FEDERATED LEARNING CLIENTS AND FEDERATED LLEARNING SERVERS IN 5G CORE

==Simplified Explanation==

The patent application describes a network repository function apparatus that implements an authorization mechanism for a federated learning training process. 

* The apparatus includes at least one processor and at least one memory storing instructions. 
* The apparatus receives FL profile data from a network data analytics function (NWDAF), including a FL process role parameter. 
* It also receives an access token from the FL server for the NWDAF that is the potential FL client. 
* The apparatus determines if the FL access token request is authorized for the NWDAF based on the FL profile data. 
* Finally, it sends an access token for the NWDAF to the FL server when the access token request is authorized.

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### Potential Applications
* Data analytics
* Machine learning
* Network security

### Problems Solved
* Secure authorization for federated learning processes
* Ensuring data privacy and security in FL training

### Benefits
* Improved data protection
* Enhanced network security
* Efficient authorization mechanism for FL training


==Original Abstract Submitted==

Various embodiments relate to network repository function apparatus configured to implement an authorization mechanism for a federated learning (FL) training process, including: at least one processor; and at least one memory storing instructions, that when executed by the at least one processor, cause the apparatus at least to: receive from a network data analytics function (NWDAF) NWDAF FL profile data including a FL process role parameter; receive an access token from the FL server for the NWDAF that is the potential FL client; determine if the FL access token request is authorized for the NWDAF based upon the FL profile data; and send an access token for the NWDAF to the FL server when access token request for the NWDAF is authorized.



[[Category:H04L9/40]]
[[Category:H04L41/14]]