Ieee federated Machine Learning White Paper


IEEE FEDERATED MACHINE LEARNING WHITE PAPER ..................................... 5



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FederatedMachineLearning
e-Iraq estra.ar.en
IEEE FEDERATED MACHINE LEARNING WHITE PAPER ..................................... 5
ABSTRACT ............................................................................................................. 5
1. DATA PRIVACY POROTECTION AND FEDERATED MACHINE LEARNING ..... 6
1.1.
D
ATA
I
SOLATION AND PRIVACY PROTECTION
................................................ 6
1.2.
F
EDERATED MACHINE LEARNING FOR DATA PRIVACY PROTECTION
..................... 6
1.3.
W
HY
IEEE

F
EDERATED
M
ACHINE
L
EARNING
(IEEE

S
TD
3652.1-2020) ............ 7
2. FRAMEWORK AND CATEGORIZATION OF FEDERATED
MACHINE LEARNING ............................................................................... 7
3. APPLICATIONS OF FEDERATED MACHINE LEARNING .............................. 10
3.1.
F
INANCE
............................................................................................. 10
3.2.
T
ELECOMMUNICATIONS
......................................................................... 10
3.3.
H
EALTHCARE
....................................................................................... 11
3.4.
E
DUCATION
......................................................................................... 11
3.5.
U
RBAN COMPUTING
.............................................................................. 13
3.6.
G
OVERNMENT SERVICES
......................................................................... 14

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