Privacy-preserving and efficient outsourcing computation scheme for principal component analysis
CybersecurityCurrently, the rapid development of Internet of Things (IoT) technology and the deepening digital transformation of traditional industries have driven substantial growth in the Machine Learning as a Service (MLaaS) market to meet massive data processing ...
Yan Ding, Ye Du
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Secure Image LBP Feature Extraction in Cloud-Based Smart Campus
IEEE Access, 2018 The smart campus can monitor students in real time by analyzing students' images, but a large number of images bring an unbearable burden to the smart campus. The convenience of cloud computing has attracted smart campus to outsource their huge amount of
Zhihua Xia +5 more
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Outsourcing Eigen-Decomposition and Singular Value Decomposition of Large Matrix to a Public Cloud
IEEE Access, 2016 Cloud computing enables customers with limited computational resources to outsource their huge computation workloads to the cloud with massive computational power.
Lifeng Zhou, Chunguang Li
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Revocation in Publicly Verifiable Outsourced Computation [PDF]
, 2015 The combination of software-as-a-service and the increasing use of mobile devices gives rise to a considerable difference in computational power between servers and clients. Thus, there is a desire for clients to outsource the evaluation of complex functions to an external server. Servers providing such a service may be rewarded per computation, and as
James Alderman +3 more
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A Content-Based Image Retrieval Scheme Using an Encrypted Difference Histogram in Cloud Computing
Information, 2017 Content-based image retrieval (CBIR) has been widely used in many applications. Large storage and computation overheads have made the outsourcing of CBIR services attractive.
Dandan Liu +3 more
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PRESAGE: PRivacy-preserving gEnetic testing via SoftwAre Guard Extension
BMC Medical Genomics, 2017 Background Advances in DNA sequencing technologies have prompted a wide range of genomic applications to improve healthcare and facilitate biomedical research.
Feng Chen +9 more
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E-SC: Collusion-Resistant Secure Outsourcing of Sequence Comparison Algorithm
IEEE Access, 2018 The sequence comparison of large-scale string-typed data is fundamental in computer science and other computational disciplines. Its development has been promoted into an emerging outsourcing service by the almost unlimited powerful computing and storage
Xiaofei Wang, Yuqing Zhang
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Multilayer Architecture Model for Mobile Cloud Computing Paradigm
Complexity, 2019 Mobile Cloud Computing is one of today's more disruptive paradigms of computation due to its effects on the performance of mobile computing and the development of Internet of Things.
Higinio Mora +3 more
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SPOC: Secure Payments for Outsourced Computations
Proceedings 2018 Workshop on Decentralized IoT Security and Standards, 2018 Constrained devices in IoT networks often require to outsource resource-heavy computations or data processing tasks. Currently, most of those jobs are done in the centralised cloud. However, with rapidly increasing number of devices and amount of produced data, edge computing represents a much more efficient solution decreasing the cost, the delay and ...
Krol, Michal, Psaras, Ioannis
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Revocable Attribute-Based Encryption Scheme With Efficient Deduplication for Ehealth Systems
IEEE Access, 2019 The deduplication based on attribute-based encryption can be well used in eHealth systems to save storage space and share medical records. However, the excessive computation costs of existing schemes lead to inefficient deduplication.
Hua Ma +4 more
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