Distributed privacy‐preserving algorithm for microgrid energy management under time‐varying communication delays
Sign Up to like & getrecommendations! Published in 2025 at "Asian Journal of Control"
DOI: 10.1002/asjc.3857
Abstract: This paper presents a consensus‐based distributed optimization algorithm to address the privacy‐preserving problem of microgrid energy management (MEM). The goal of MEM is to maximize the economic benefits of each device by adjusting the power… read more here.
Keywords: privacy preserving; energy management; microgrid energy; privacy ... See more keywords
Privacy‐preserving quality control of neuroimaging datasets in federated environments
Sign Up to like & getrecommendations! Published in 2022 at "Human Brain Mapping"
DOI: 10.1002/hbm.25788
Abstract: Privacy concerns for rare disease data, institutional or IRB policies, access to local computational or storage resources or download capabilities are among the reasons that may preclude analyses that pool data to a single site.… read more here.
Keywords: neuroimaging datasets; quality; quality control; privacy preserving ... See more keywords
Privacy‐preserving image retrieval in a distributed environment
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22890
Abstract: Nowadays, several image‐based smart services have been widely used in our daily lives, generating many digital images. Since smart devices outsource digital images to the cloud, researchers prefer to select some desired targets from the… read more here.
Keywords: privacy preserving; retrieval; security; image retrieval ... See more keywords
Flexible privacy‐preserving machine learning: When searchable encryption meets homomorphic encryption
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22985
Abstract: Now various privacy‐preserving techniques have been combined with machine learning to ensure training data security. However, during the training, users were unable to select data and labels adaptively in the server, which made the trained… read more here.
Keywords: homomorphic encryption; encryption; searchable encryption; privacy preserving ... See more keywords
Accuracy‐first and efficiency‐first privacy‐preserving semantic‐aware ranked searches in the cloud
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22989
Abstract: Traditional term frequency‐inverse document frequency model‐based privacy‐preserving ranked search schemes rarely consider the latent semantic meanings of documents and keywords. It is a challenge to design efficient semantic‐aware ranked search (SRSE) schemes with privacy preservation.… read more here.
Keywords: efficiency first; semantic aware; accuracy first; privacy preserving ... See more keywords
Privacy‐preserving CNN feature extraction and retrieval over medical images
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22991
Abstract: Online medicine diagnosis based on pathological images has been regarded as a pervasive method due to the advances in electronic healthcare and Internet of Things (IoT), however, it also causes storage and computing stress on… read more here.
Keywords: retrieval; privacy; privacy preserving; feature extraction ... See more keywords
Robust privacy‐preserving federated learning framework for IoT devices
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22993
Abstract: Federated Learning (FL) is a framework where multiple parties can train a model jointly without sharing private data. Private information protection is a critical problem in FL. However, the communication overheads of existing solutions are… read more here.
Keywords: federated learning; iot devices; framework; privacy preserving ... See more keywords
Privacy‐preserving‐based fuzzy filtering for nonlinear networked systems with adaptive‐event‐triggered mechanism and FDI attacks
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Robust and Nonlinear Control"
DOI: 10.1002/rnc.7489
Abstract: This article centers around the privacy‐preserving‐based secure H∞$$ {H}_{\infty } $$ filtering issue for interval type‐2 (IT‐2) fuzzy networked systems with false data injection (FDI) attacks. In order to achieve the goal of privacy preserving… read more here.
Keywords: privacy preserving; networked systems; fdi attacks; mechanism ... See more keywords
Privacy Preserving Distributed Algorithm for Constrained Resource Allocation Problems with Communication Delays
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Robust and Nonlinear Control"
DOI: 10.1002/rnc.7926
Abstract: This article investigates a constraint‐coupled resource allocation problem, where each node has its own cost function and communicates with its neighbors to tackle the optimization problem cooperatively. However, the communication environment is non‐ideal, so the… read more here.
Keywords: communication delays; privacy preserving; resource allocation; privacy ... See more keywords
Open Privacy‐Preserving Consensus via State Decomposition
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DOI: 10.1002/rnc.7929
Abstract: Generally, the majority of the achievements on privacy preservation of consensus always anchor that the number of interacting agents is permanent. Nevertheless, this is overly restrictive in many multi‐agent systems (MAS) applications where agent removal… read more here.
Keywords: consensus; privacy preserving; state decomposition;
Privacy‐preserving data mining and machine learning in healthcare: Applications, challenges, and solutions
Sign Up to like & getrecommendations! Published in 2023 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.1490
Abstract: Data mining (DM) and machine learning (ML) applications in medical diagnostic systems are budding. Data privacy is essential in these systems as healthcare data are highly sensitive. The proposed work first discusses various privacy and… read more here.
Keywords: mining machine; machine learning; privacy preserving; mining ... See more keywords