Preva: Protecting Inference Privacy through Policy-based Video-frame Transformation

Lu, Rui; Shi, Siping; Wang, Dan; Hu, Chuang; Zhang, Bihai

doi:10.1109/sec54971.2022.00021

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Benefit Of Collaborative Continuous Learning1

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2025

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Cited by 4 publications

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“…Compared with purely edge-based solution, one concern about cloudedge collaboration is the potential privacy violation, since it requires training data to be uploaded to cloud. However, some existing solutions [174,21,100] have proposed privacy-preserving video streaming and analytics techniques which adapt well to our cloud-edge collaborative architecture. Therefore, privacy issues are not considered but the system is compatible with such privacy-preserving designs.…”

Section: Benefit Of Collaborative Continuous Learningmentioning

confidence: 99%