Statements (37)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
homomorphic encryption scheme
|
| gptkbp:accuracy |
configurable
|
| gptkbp:author |
Jung Hee Cheon, Andrey Kim, Miran Kim, Yongsoo Song
|
| 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
|
| https://www.w3.org/2000/01/rdf-schema#label |
CKKS scheme
|
| gptkbp:introducedIn |
2017
|
| 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
|