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gptkbp:instanceOf
|
gptkb:homomorphic_encryption_scheme
|
|
gptkbp:accuracy
|
configurable
|
|
gptkbp:author
|
Jung Hee Cheon, Andrey Kim, Miran Kim, Yongsoo Song
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|
gptkbp:basedOn
|
ring learning with errors
|
|
gptkbp:designedBy
|
gptkb:Andrey_Kim
gptkb:Jung_Hee_Cheon
gptkb:Miran_Kim
gptkb:Yongsoo_Song
|
|
gptkbp:enables
|
privacy-preserving machine learning
|
|
gptkbp:encryption
|
additive homomorphism
multiplicative homomorphism
|
|
gptkbp:feature
|
approximate computation
|
|
gptkbp:fullName
|
gptkb:Cheon-Kim-Kim-Song_scheme
|
|
gptkbp:introducedIn
|
2017
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|
gptkbp:limitation
|
approximate results
noise growth with operations
not suitable for exact integer computation
|
|
gptkbp:mainActivity
|
cloud computing security
secure data analysis
encrypted machine learning
privacy-preserving statistics
secure signal processing
|
|
gptkbp:notablePublication
|
gptkb:Homomorphic_Encryption_for_Arithmetic_of_Approximate_Numbers
|
|
gptkbp:publishedIn
|
gptkb:ASIACRYPT_2017
|
|
gptkbp:supports
|
approximate arithmetic
arithmetic on encrypted complex numbers
arithmetic on encrypted real numbers
|
|
gptkbp:supportsAlgorithm
|
partially homomorphic encryption
leveled homomorphic encryption
|
|
gptkbp:usedIn
|
gptkb:HElib
gptkb:Microsoft_SEAL
gptkb:OpenFHE
gptkb:PALISADE
|
|
gptkbp:bfsParent
|
gptkb:homomorphic_encryption
gptkb:HElib
|
|
gptkbp:bfsLayer
|
6
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|
https://www.w3.org/2000/01/rdf-schema#label
|
CKKS scheme
|