Matches in SemOpenAlex for { <https://semopenalex.org/work/W4304191677> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W4304191677 abstract "Abstract With the rapid evolution of Internet-of-Things (IoT) devices and the emergence of Autonomous Vehicles (AVs), machine learning processes pose a growing privacy issue. Federated learning (FL) and current cryptography can mitigate this problem; however, these solutions might not be efficient enough during the decades-long lifespans of such gadgets. In this paper, a generalization of FL schemes, incorporating sharing a part of raw data, is presented with a proof-of-concept experiment. Besides anonymization, the exchanged data portion can also directly support real-time decision-making. In contrast with cryptographical approaches, the proposed FL scheme can guarantee a certain level of privacy during the whole lifetime of IoT devices or AVs." @default.
- W4304191677 created "2022-10-11" @default.
- W4304191677 creator A5010197319 @default.
- W4304191677 creator A5067784521 @default.
- W4304191677 date "2022-10-11" @default.
- W4304191677 modified "2023-10-17" @default.
- W4304191677 title "Towards an Efficient, Privacy-aware Federated Learning Scheme" @default.
- W4304191677 doi "https://doi.org/10.21203/rs.3.rs-2072660/v1" @default.
- W4304191677 hasPublicationYear "2022" @default.
- W4304191677 type Work @default.
- W4304191677 citedByCount "0" @default.
- W4304191677 crossrefType "posted-content" @default.
- W4304191677 hasAuthorship W4304191677A5010197319 @default.
- W4304191677 hasAuthorship W4304191677A5067784521 @default.
- W4304191677 hasBestOaLocation W43041916771 @default.
- W4304191677 hasConcept C110875604 @default.
- W4304191677 hasConcept C123201435 @default.
- W4304191677 hasConcept C132964779 @default.
- W4304191677 hasConcept C134306372 @default.
- W4304191677 hasConcept C136764020 @default.
- W4304191677 hasConcept C142724271 @default.
- W4304191677 hasConcept C154945302 @default.
- W4304191677 hasConcept C177148314 @default.
- W4304191677 hasConcept C178489894 @default.
- W4304191677 hasConcept C199360897 @default.
- W4304191677 hasConcept C204787440 @default.
- W4304191677 hasConcept C2776502983 @default.
- W4304191677 hasConcept C2779965156 @default.
- W4304191677 hasConcept C2992525071 @default.
- W4304191677 hasConcept C33923547 @default.
- W4304191677 hasConcept C38652104 @default.
- W4304191677 hasConcept C41008148 @default.
- W4304191677 hasConcept C71924100 @default.
- W4304191677 hasConcept C77618280 @default.
- W4304191677 hasConcept C81860439 @default.
- W4304191677 hasConceptScore W4304191677C110875604 @default.
- W4304191677 hasConceptScore W4304191677C123201435 @default.
- W4304191677 hasConceptScore W4304191677C132964779 @default.
- W4304191677 hasConceptScore W4304191677C134306372 @default.
- W4304191677 hasConceptScore W4304191677C136764020 @default.
- W4304191677 hasConceptScore W4304191677C142724271 @default.
- W4304191677 hasConceptScore W4304191677C154945302 @default.
- W4304191677 hasConceptScore W4304191677C177148314 @default.
- W4304191677 hasConceptScore W4304191677C178489894 @default.
- W4304191677 hasConceptScore W4304191677C199360897 @default.
- W4304191677 hasConceptScore W4304191677C204787440 @default.
- W4304191677 hasConceptScore W4304191677C2776502983 @default.
- W4304191677 hasConceptScore W4304191677C2779965156 @default.
- W4304191677 hasConceptScore W4304191677C2992525071 @default.
- W4304191677 hasConceptScore W4304191677C33923547 @default.
- W4304191677 hasConceptScore W4304191677C38652104 @default.
- W4304191677 hasConceptScore W4304191677C41008148 @default.
- W4304191677 hasConceptScore W4304191677C71924100 @default.
- W4304191677 hasConceptScore W4304191677C77618280 @default.
- W4304191677 hasConceptScore W4304191677C81860439 @default.
- W4304191677 hasLocation W43041916771 @default.
- W4304191677 hasOpenAccess W4304191677 @default.
- W4304191677 hasPrimaryLocation W43041916771 @default.
- W4304191677 hasRelatedWork W2617307344 @default.
- W4304191677 hasRelatedWork W2745539659 @default.
- W4304191677 hasRelatedWork W2972321170 @default.
- W4304191677 hasRelatedWork W3008343982 @default.
- W4304191677 hasRelatedWork W3173159171 @default.
- W4304191677 hasRelatedWork W3213663322 @default.
- W4304191677 hasRelatedWork W4214940550 @default.
- W4304191677 hasRelatedWork W4287865753 @default.
- W4304191677 hasRelatedWork W4304191677 @default.
- W4304191677 hasRelatedWork W4328010947 @default.
- W4304191677 isParatext "false" @default.
- W4304191677 isRetracted "false" @default.
- W4304191677 workType "article" @default.