DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lee, Jihyeon | ko |
dc.contributor.author | Seo, Sangwon | ko |
dc.contributor.author | Yang, Taehun | ko |
dc.contributor.author | Park, Soochang | ko |
dc.date.accessioned | 2023-09-15T07:01:55Z | - |
dc.date.available | 2023-09-15T07:01:55Z | - |
dc.date.created | 2023-09-15 | - |
dc.date.issued | 2022-09 | - |
dc.identifier.citation | 47th IEEE Conference on Local Computer Networks, LCN 2022, pp.315 - 318 | - |
dc.identifier.issn | 0742-1303 | - |
dc.identifier.uri | http://hdl.handle.net/10203/312679 | - |
dc.description.abstract | This paper proposes a novel scheme to detect and localize the spy cameras based on AI algorithm based raw traffic analytics, named AI-aided Hidden Camera Locator (AHCL). In AHCL, the video streaming data are filtered via the SVM (support vector machine) algorithm to quickly monitor whole raw network traffic from a router to the networks first. Then, gathered traffic data are denoised by the Denoising Autoencoder (DAE) technique to improve the data quality of classification for localization, where a camera transmits video streaming. Based on the proof-of-concept implementation, the proposed scheme can achieve 99.5% positioning accuracy of camera detection with the Ensemble Neural Networks (NNs). | - |
dc.language | English | - |
dc.publisher | IEEE Computer Society | - |
dc.title | AI-aided Hidden Camera Detection and Localization based on Raw IoT Network Traffic | - |
dc.type | Conference | - |
dc.identifier.wosid | 000884366100051 | - |
dc.identifier.scopusid | 2-s2.0-85143126099 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 315 | - |
dc.citation.endingpage | 318 | - |
dc.citation.publicationname | 47th IEEE Conference on Local Computer Networks, LCN 2022 | - |
dc.identifier.conferencecountry | CN | - |
dc.identifier.conferencelocation | Edmonton | - |
dc.identifier.doi | 10.1109/LCN53696.2022.9843203 | - |
dc.contributor.localauthor | Lee, Jihyeon | - |
dc.contributor.nonIdAuthor | Seo, Sangwon | - |
dc.contributor.nonIdAuthor | Yang, Taehun | - |
dc.contributor.nonIdAuthor | Park, Soochang | - |
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