Matches in SemOpenAlex for { <https://semopenalex.org/work/W2890885487> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W2890885487 abstract "In this paper, we propose Acies, a differential privacy based privacy-preserving classification system for edge computing to secure the classification models offloaded to edge devices. Acies supports popular classifiers such as Nearest Neighborhood, Support Vector Machine and Sparse Representation Classifier with a variety of feature selection methods. According to our evaluation on different datasets, classification models with Acies can be private and remain high utility. Acies achieves reliable privacy protection under reconstruction attacks with minimal impact on classification accuracy (2%-5%) only. Acies outperforms the naive input dataset perturbation methods by up to 30% higher classification accuracy when the privacy requirements of the applications is high (ϵ is less than 2)." @default.
- W2890885487 created "2018-09-27" @default.
- W2890885487 creator A5013564110 @default.
- W2890885487 creator A5031507494 @default.
- W2890885487 creator A5042014818 @default.
- W2890885487 creator A5046582198 @default.
- W2890885487 creator A5060564734 @default.
- W2890885487 date "2018-08-01" @default.
- W2890885487 modified "2023-10-07" @default.
- W2890885487 title "Acies: A Privacy-Preserving System for Edge-Based Classification" @default.
- W2890885487 cites W1773948110 @default.
- W2890885487 cites W1968303302 @default.
- W2890885487 cites W1999602050 @default.
- W2890885487 cites W2043182541 @default.
- W2890885487 cites W2076826889 @default.
- W2890885487 cites W2096870293 @default.
- W2890885487 cites W2108669353 @default.
- W2890885487 cites W2129812935 @default.
- W2890885487 cites W2139336600 @default.
- W2890885487 cites W2159177950 @default.
- W2890885487 cites W2508667469 @default.
- W2890885487 cites W2510977315 @default.
- W2890885487 doi "https://doi.org/10.1109/trustcom/bigdatase.2018.00130" @default.
- W2890885487 hasPublicationYear "2018" @default.
- W2890885487 type Work @default.
- W2890885487 sameAs 2890885487 @default.
- W2890885487 citedByCount "7" @default.
- W2890885487 countsByYear W28908854872020 @default.
- W2890885487 countsByYear W28908854872021 @default.
- W2890885487 countsByYear W28908854872022 @default.
- W2890885487 countsByYear W28908854872023 @default.
- W2890885487 crossrefType "proceedings-article" @default.
- W2890885487 hasAuthorship W2890885487A5013564110 @default.
- W2890885487 hasAuthorship W2890885487A5031507494 @default.
- W2890885487 hasAuthorship W2890885487A5042014818 @default.
- W2890885487 hasAuthorship W2890885487A5046582198 @default.
- W2890885487 hasAuthorship W2890885487A5060564734 @default.
- W2890885487 hasConcept C110083411 @default.
- W2890885487 hasConcept C119857082 @default.
- W2890885487 hasConcept C12267149 @default.
- W2890885487 hasConcept C123201435 @default.
- W2890885487 hasConcept C124101348 @default.
- W2890885487 hasConcept C148483581 @default.
- W2890885487 hasConcept C153180895 @default.
- W2890885487 hasConcept C154945302 @default.
- W2890885487 hasConcept C162307627 @default.
- W2890885487 hasConcept C23130292 @default.
- W2890885487 hasConcept C38652104 @default.
- W2890885487 hasConcept C41008148 @default.
- W2890885487 hasConcept C95623464 @default.
- W2890885487 hasConceptScore W2890885487C110083411 @default.
- W2890885487 hasConceptScore W2890885487C119857082 @default.
- W2890885487 hasConceptScore W2890885487C12267149 @default.
- W2890885487 hasConceptScore W2890885487C123201435 @default.
- W2890885487 hasConceptScore W2890885487C124101348 @default.
- W2890885487 hasConceptScore W2890885487C148483581 @default.
- W2890885487 hasConceptScore W2890885487C153180895 @default.
- W2890885487 hasConceptScore W2890885487C154945302 @default.
- W2890885487 hasConceptScore W2890885487C162307627 @default.
- W2890885487 hasConceptScore W2890885487C23130292 @default.
- W2890885487 hasConceptScore W2890885487C38652104 @default.
- W2890885487 hasConceptScore W2890885487C41008148 @default.
- W2890885487 hasConceptScore W2890885487C95623464 @default.
- W2890885487 hasLocation W28908854871 @default.
- W2890885487 hasOpenAccess W2890885487 @default.
- W2890885487 hasPrimaryLocation W28908854871 @default.
- W2890885487 hasRelatedWork W2013708872 @default.
- W2890885487 hasRelatedWork W2041636156 @default.
- W2890885487 hasRelatedWork W2120008580 @default.
- W2890885487 hasRelatedWork W2160451891 @default.
- W2890885487 hasRelatedWork W2945281038 @default.
- W2890885487 hasRelatedWork W3105251098 @default.
- W2890885487 hasRelatedWork W3200179079 @default.
- W2890885487 hasRelatedWork W3210877509 @default.
- W2890885487 hasRelatedWork W4242764575 @default.
- W2890885487 hasRelatedWork W2345184372 @default.
- W2890885487 isParatext "false" @default.
- W2890885487 isRetracted "false" @default.
- W2890885487 magId "2890885487" @default.
- W2890885487 workType "article" @default.