Security of federated learning for cloud‐edge intelligence collaborative computing
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22992
Abstract: Federated Learning (FL) is one of the key technologies to solve privacy protection for cloud‐edge intelligent collaborative computing, and its security and privacy issues have attracted extensive attention from academia and industry. FL is a… read more here.
Keywords: collaborative computing; federated learning; cloud edge; privacy ... See more keywords
PPVerifier: A Privacy-Preserving and Verifiable Federated Learning Method in Cloud-Edge Collaborative Computing Environment
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3233024
Abstract: Federated Learning is a distributed machine learning framework, which mainly adopts cloud-edge collaborative computing mode and supports multiple participants to train models without directly sharing local data. However, participants’ sensitive information may still be leaked… read more here.
Keywords: collaborative computing; federated learning; cloud edge; aggregated results ... See more keywords
Social Networking and Caching Aided Collaborative Computing for the Internet of Things
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Communications Magazine"
DOI: 10.1109/mcom.2018.1701089
Abstract: The IoT, as the latest information technology, is expected to support the ubiquitous connectivity of anything, anytime and anywhere. Since numerous IoT devices will be connected to cellular networks, the conflicting demands of ultra-low latency,… read more here.
Keywords: social networking; networking caching; caching aided; computing internet ... See more keywords
Maximization of Value of Service for Mobile Collaborative Computing Through Situation-Aware Task Offloading
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2021.3086687
Abstract: Mobile collaborative computing (MCC) is an emerging platform for effectively improving the quality of mobile service by exploiting the idling computational resources in distributed mobile devices (MDs) through peer-to-peer task offloading. Recently, diverse MCC applications… read more here.
Keywords: collaborative computing; service; task offloading; value ... See more keywords
Exploiting Collaborative Computing to Improve Downlink Sum Rate in Satellite Integrated Terrestrial Networks
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3224031
Abstract: In this paper, we target at improving the downlink user sum rate in satellite integrated terrestrial network (SITN). Wherein, the densely deployed low earth orbit (LEO) satellites provide backhaul to terrestrial base stations (TBSs) and… read more here.
Keywords: backhaul capacity; sum; sum rate; collaborative computing ... See more keywords