Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385648881> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W4385648881 endingPage "200267" @default.
- W4385648881 startingPage "200267" @default.
- W4385648881 abstract "In this paper, we present a novel framework that considers the expiration period time of the Internet of Things (IoT) data stream to anonymize it. IoT stands among one of most fast-growing technology in the world. Also, anonymity is one of the safeguards in place to protect data privacy. Because of the dynamic nature, vastness, and rapid changes in data streams, traditional approaches cannot be used to anonymize IoT data. The anonymization framework proposed in this paper performs its operation using a new clustering method and Apache Flink flow data processing engine. In this framework, firstly, we cluster received data. Then, if the size of the clusters doesn't meet the K-anonymity threshold, our review will continue to suppress and delete them; otherwise, the data would be anonymized and published. In this way, the framework handles both numerical and categorical data. At the end of the stream, the final remaining data will be merged and anonymized. Implementing and evaluating the framework using Scala and Apache Flink shows that the proposed approach reduces data delay by 12.33-66.62% compared with the other methods. Furthermore, in the end, combining the leftover clusters avoids information loss. In comparison with similar methods, information loss is reduced by 5.68-18.26%. The evaluation results show better performance in terms of data delay and information loss." @default.
- W4385648881 created "2023-08-09" @default.
- W4385648881 creator A5020417392 @default.
- W4385648881 creator A5037982535 @default.
- W4385648881 creator A5076095429 @default.
- W4385648881 date "2023-11-01" @default.
- W4385648881 modified "2023-09-25" @default.
- W4385648881 title "Apache Flink and Clustering-based Framework for Fast Anonymization of IoT Stream Data" @default.
- W4385648881 cites W1966719918 @default.
- W4385648881 cites W1985828174 @default.
- W4385648881 cites W2002576864 @default.
- W4385648881 cites W2134167315 @default.
- W4385648881 cites W2159024459 @default.
- W4385648881 cites W2231773762 @default.
- W4385648881 cites W2886000899 @default.
- W4385648881 cites W2899711044 @default.
- W4385648881 cites W2964122540 @default.
- W4385648881 cites W2991397380 @default.
- W4385648881 cites W2996079789 @default.
- W4385648881 cites W3000651374 @default.
- W4385648881 cites W3042667087 @default.
- W4385648881 cites W3130749441 @default.
- W4385648881 cites W3195878472 @default.
- W4385648881 cites W3212587298 @default.
- W4385648881 cites W4226373905 @default.
- W4385648881 doi "https://doi.org/10.1016/j.iswa.2023.200267" @default.
- W4385648881 hasPublicationYear "2023" @default.
- W4385648881 type Work @default.
- W4385648881 citedByCount "0" @default.
- W4385648881 crossrefType "journal-article" @default.
- W4385648881 hasAuthorship W4385648881A5020417392 @default.
- W4385648881 hasAuthorship W4385648881A5037982535 @default.
- W4385648881 hasAuthorship W4385648881A5076095429 @default.
- W4385648881 hasBestOaLocation W43856488811 @default.
- W4385648881 hasConcept C119857082 @default.
- W4385648881 hasConcept C120314980 @default.
- W4385648881 hasConcept C124101348 @default.
- W4385648881 hasConcept C154945302 @default.
- W4385648881 hasConcept C178005623 @default.
- W4385648881 hasConcept C2777706471 @default.
- W4385648881 hasConcept C2778484313 @default.
- W4385648881 hasConcept C2988416141 @default.
- W4385648881 hasConcept C31258907 @default.
- W4385648881 hasConcept C38652104 @default.
- W4385648881 hasConcept C41008148 @default.
- W4385648881 hasConcept C5274069 @default.
- W4385648881 hasConcept C73555534 @default.
- W4385648881 hasConcept C76155785 @default.
- W4385648881 hasConcept C81860439 @default.
- W4385648881 hasConcept C89198739 @default.
- W4385648881 hasConceptScore W4385648881C119857082 @default.
- W4385648881 hasConceptScore W4385648881C120314980 @default.
- W4385648881 hasConceptScore W4385648881C124101348 @default.
- W4385648881 hasConceptScore W4385648881C154945302 @default.
- W4385648881 hasConceptScore W4385648881C178005623 @default.
- W4385648881 hasConceptScore W4385648881C2777706471 @default.
- W4385648881 hasConceptScore W4385648881C2778484313 @default.
- W4385648881 hasConceptScore W4385648881C2988416141 @default.
- W4385648881 hasConceptScore W4385648881C31258907 @default.
- W4385648881 hasConceptScore W4385648881C38652104 @default.
- W4385648881 hasConceptScore W4385648881C41008148 @default.
- W4385648881 hasConceptScore W4385648881C5274069 @default.
- W4385648881 hasConceptScore W4385648881C73555534 @default.
- W4385648881 hasConceptScore W4385648881C76155785 @default.
- W4385648881 hasConceptScore W4385648881C81860439 @default.
- W4385648881 hasConceptScore W4385648881C89198739 @default.
- W4385648881 hasLocation W43856488811 @default.
- W4385648881 hasOpenAccess W4385648881 @default.
- W4385648881 hasPrimaryLocation W43856488811 @default.
- W4385648881 hasRelatedWork W1516841136 @default.
- W4385648881 hasRelatedWork W1583949593 @default.
- W4385648881 hasRelatedWork W2008316021 @default.
- W4385648881 hasRelatedWork W205702776 @default.
- W4385648881 hasRelatedWork W2084273580 @default.
- W4385648881 hasRelatedWork W2107311162 @default.
- W4385648881 hasRelatedWork W2360069064 @default.
- W4385648881 hasRelatedWork W2574432753 @default.
- W4385648881 hasRelatedWork W2734734306 @default.
- W4385648881 hasRelatedWork W3183283580 @default.
- W4385648881 hasVolume "20" @default.
- W4385648881 isParatext "false" @default.
- W4385648881 isRetracted "false" @default.
- W4385648881 workType "article" @default.