RAFarA0bwp
Full identifier: https://w3id.org/np/RAFarA0bwpHsznbcw3wXi4Za4Bzu9KtsPOK-fFk1yOCLg
Assigned to 1 class:
Status
Checking for updates...
Nanopublication
This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAFarA0bwp...#assertion
this assertion
http://purl.org/dc/terms/creator
creator
https://w3id.org/np/RAoSadUw99...
Leshem Choshen 🤖🤗 @ICML wanna talk?
.
This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAFarA0bwp...#assertion
this assertion
http://www.w3.org/2000/01/rdf-schema#comment
comment
(this is a literal)
" You can not run a closed model yourself, right? well...
They prevent information leakage through quantum light properties
What?!
Simply:you can compute the network outputs but not recreate the weights and the API cannot access your data!
@RLEatMIT
@KfirSulimany @Dirk_Englund https://twitter.com/LChoshen/status/1823374595334009145/photo/1
The basic Idea is that for every multiplication in the network you multiply two symmetric things an input and an output matrix.
So, if each side can send a matrix but only read the output each can keep their secret (one the input one the model weights)
https://www.alphaxiv.org/abs/2408.05629
And apparently you can multiply (super fast) by encoding the matrix as a light wave, then the multiplication is the two waves meeting and the output is more or less the only thing you can do.
I was involved in the "more or less", e.g. to avoid reconstruction through a canonical basis as inputs you can use invariances such as sending a permuted network each time
https://www.alphaxiv.org/abs/2408.05629
"
.
This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAFarA0bwp...#assertion
this assertion
https://schema.org/keywords
keywords
(this is a literal)
"machinelearning"
.
This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAFarA0bwp...#assertion
this assertion
https://schema.org/keywords
keywords
(this is a literal)
"privacy"
.
This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAFarA0bwp...#assertion
this assertion
https://schema.org/keywords
keywords
(this is a literal)
"quantum-securemultipartydeeplearning"
.
This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAFarA0bwp...#assertion
this assertion
https://schema.org/keywords
keywords
(this is a literal)
"quantumcomputing"
.
This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAFarA0bwp...#assertion
this assertion
https://schema.org/keywords
keywords
(this is a literal)
"securemultipartycomputation"
.
This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAFarA0bwp...#assertion
this assertion
https://sense-nets.xyz/endorses
endorses
https://www.alphaxiv.org/abs/2408.05629
2408.05629
.
This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAFarA0bwp...#assertion
The assertion above
http://www.w3.org/ns/prov#linksTo
linksTo
https://x.com/LChoshen/status/1823374595334009145
status/1823374595334009145
.
This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAFarA0bwp...#assertion
The assertion above
http://www.w3.org/ns/prov#wasAssociatedWith
wasAssociatedWith
https://x.com/LChoshen
LChoshen
.
This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAFarA0bwp...#assertion
The assertion above
http://www.w3.org/ns/prov#wasAttributedTo
wasAttributedTo
https://orcid.org/0000-0002-0085-6496
0000-0002-0085-6496
.
This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAFarA0bwp...#assertion
The assertion above
http://www.w3.org/ns/prov#wasAttributedTo
wasAttributedTo
https://w3id.org/np/RAoSadUw99...
Leshem Choshen 🤖🤗 @ICML wanna talk?
.
This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAFarA0bwp...#assertion
The assertion above
http://www.w3.org/ns/prov#wasGeneratedBy
wasGeneratedBy
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAFarA0bwp...#activity
activity
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAFarA0bwp...#activity
activity
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
type
https://sense-nets.xyz/supervisedActivity
supervisedActivity
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAFarA0bwp...#activity
activity
http://www.w3.org/ns/prov#wasAssociatedWith
wasAssociatedWith
https://sense-nets.xyz/
Sensenets
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAFarA0bwp...
This nanopublication
http://www.w3.org/2000/01/rdf-schema#label
has the label
(this is a literal)
"CoSMO Semantic Post"
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAFarA0bwp...
This nanopublication
http://purl.org/nanopub/x/hasNanopubType
has the type
https://sense-nets.xyz/SemanticPost
SemanticPost
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAFarA0bwp...
This nanopublication
date and time when the nanopublication was created
http://purl.org/dc/terms/created
was created on
(this is a literal)
"2024-09-03T21:16:02.887Z"
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAFarA0bwp...#sig
sig
http://purl.org/nanopub/x/hasSignatureTarget
has as target
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAFarA0bwp...
this nanopublication
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAFarA0bwp...#sig
sig
http://purl.org/nanopub/x/hasAlgorithm
has the algorithm
(this is a literal)
"RSA"
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAFarA0bwp...#sig
sig
http://purl.org/nanopub/x/hasPublicKey
has the public key
(this is a literal)
"MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEArHtI92jm8pAYVsvJabxLGfOT+7G0JyJGh2gwjB5x2pFPga6wWTd+rNBWWUZViIFnaJrBEsJpgdnoupLU9ppwn+khMiGRfxqGsDDzwHcj3Jc75CRys7d3etwXdBdoXfBgjsJiZBazwm13idr6tljRrC1TaEJBnRQAqzBw9cLDeGY77cSznzXT39feUGT168dpCSE9O6u/48DvvWVqciHGsH9cQ+LroJJVsMrorwtsdZnAK+q48wtIP6pIpw5shSJ5LnA0qeN/f4TvTFDV6ItYIXjiWWpTECc/Bxmfnyat3B5xWCu9nvz8fEs7Ns0TuzQwT3/K55iSKDEIi/E0nO97xwIDAQAB"
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAFarA0bwp...#sig
sig
http://purl.org/nanopub/x/hasSignature
has the signature
(this is a literal)
"iZMDkFBvlGddiWxopE98TVDnJaqe+eg8yCmgBEh2aeNiZH79KlCHUDehcDY6BAyotwsdISjlYlpGKpcmqepcfHTq25+7IrFymLy4eSykfNgpAfspMDHe9+SLIHnTsMWldSw7tCy5XPSN9wzGwa4Jv9jtiYnKRD3KeBO18Mg8RhgqKwRrIkDzeSzbTn9Tp+u/2NBfu/00Z/nTljLurkdSLwiNdgCgrCdimptDuXsXW+rJJhM/1cCqWC22ZtZGbRHNCW14IihurNUNuUu7kZVp90x+lKqVPD83aM5I6X6Q/n7xhU4Jy08LJj2MXIVx68qdoCUP3d4I0KAdoNfArAHO5w=="
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAFarA0bwp...
This nanopublication
http://purl.org/nanopub/x/wasCreatedAt
was created at
https://sense-nets.xyz/
Sensenets
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAFarA0bwp...#sig
sig
http://purl.org/nanopub/x/singedBy
singedBy
https://sense-nets.xyz/
Sensenets
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAFarA0bwp...#sig
sig
http://www.w3.org/ns/prov#wasAssociatedWith
wasAssociatedWith
https://w3id.org/np/RAoSadUw99...T86OrTzk16VtssigningDelegation
RAoSadUw99CeqDlR2400018nqTzR_38fT86OrTzk16VtssigningDelegation
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAFarA0bwp...
this nanopublication
http://purl.org/dc/terms/creator
creator
https://w3id.org/np/RAoSadUw99...
Leshem Choshen 🤖🤗 @ICML wanna talk?
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAFarA0bwp...
this nanopublication
http://purl.org/dc/terms/license
license
https://creativecommons.org/licenses/by/4.0/
4.0
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAFarA0bwp...
this nanopublication
http://www.w3.org/ns/prov#wasAttributedTo
wasAttributedTo
https://orcid.org/0000-0002-0085-6496
0000-0002-0085-6496
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAFarA0bwp...
this nanopublication
https://sense-nets.xyz/hasRootSigner
hasRootSigner
(this is a literal)
"0xf6ECcfD463afB464dcC85b051DF2E93E2646E6D2"
.
References
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