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sig

Full identifier: https://w3id.org/np/RAFarA0bwpHsznbcw3wXi4Za4Bzu9KtsPOK-fFk1yOCLg#sig

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Minted in Nanopublication

CoSMO Semantic Post SemanticPost comment approve/disapprove edit as derived nanopublication

https://www.alphaxiv.org/abs/2408.05629 2408.05629 https://sense-nets.xyz/hasZoteroItemType hasZoteroItemType (this is a literal) "webpage" .

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://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 .

https://sense-nets.xyz/ Sensenets http://www.w3.org/1999/02/22-rdf-syntax-ns#type type http://www.w3.org/ns/prov#SoftwareAgent SoftwareAgent .

https://sense-nets.xyz/ Sensenets http://www.w3.org/ns/prov#actedOnBehalfOf actedOnBehalfOf https://w3id.org/np/RAoSadUw99... Leshem Choshen 🤖🤗 @ICML wanna talk? .

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 .

https://w3id.org/np/RAoSadUw99... Leshem Choshen 🤖🤗 @ICML wanna talk? http://xmlns.com/foaf/0.1/account account https://orcid.org/0000-0002-0085-6496 0000-0002-0085-6496 .

https://w3id.org/np/RAoSadUw99... Leshem Choshen 🤖🤗 @ICML wanna talk? http://xmlns.com/foaf/0.1/account account https://x.com/LChoshen LChoshen .

https://w3id.org/np/RAoSadUw99... Leshem Choshen 🤖🤗 @ICML wanna talk? http://xmlns.com/foaf/0.1/name has the name (this is a literal) "Leshem Choshen 🤖🤗 @ICML wanna talk?" .

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 .

https://w3id.org/np/RAoSadUw99... Leshem Choshen 🤖🤗 @ICML wanna talk? http://xmlns.com/foaf/0.1/account account 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 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" .

Sensenets, 3 Sep 2024, 21:16:02 UTC

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