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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Privacy-Preserving and Outsourced Multi-User k-Means Clustering [PDF]
, 2014 Many techniques for privacy-preserving data mining (PPDM) have been investigated over the past decade. Often, the entities involved in the data mining process are end-users or organizations with limited computing and storage resources.
Bertino, Elisa +4 more
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Secure efficient and verifiable large linear equations solve outsourcing computing scheme
网络与信息安全学报, 2017 A secure,efficient and verifiable outsourcing computation scheme was proposed based on the current problems of leaking users information and tampering with the calculating results,which were encountered while solving large-scale linear equations in ...
Xing-lan ZHANG,Xiang LIU
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Secure k-Nearest Neighbor Query over Encrypted Data in Outsourced Environments [PDF]
, 2013 For the past decade, query processing on relational data has been studied extensively, and many theoretical and practical solutions to query processing have been proposed under various scenarios.
Elmehdwi, Yousef +2 more
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Practical Secure Computation Outsourcing [PDF]
ACM Computing Surveys, 2018 The rapid development of cloud computing promotes a wide deployment of data and computation outsourcing to cloud service providers by resource-limited entities. Based on a pay-per-use model, a client without enough computational power can easily outsource large-scale computational tasks to a cloud. Nonetheless, the issue of security and privacy becomes
Zihao Shan +3 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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Correctness Verifiable Outsourcing Computation Scheme of Shortest Path Querying over Encrypted Graph Data [PDF]
Jisuanji kexueMass graph data such as geolocation and social networks are widely used and contain massive privacy,usually,it requires varied query services through secure outsourcing computation schemes.However,it is still an open challenge to design correctness ...
DING Hongfa, YU Yingying, JIANG Heling
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Privacy-Preserving Outsourcing of Large-Scale Nonlinear Programming to the Cloud
, 2018 The increasing massive data generated by various sources has given birth to big data analytics. Solving large-scale nonlinear programming problems (NLPs) is one important big data analytics task that has applications in many domains such as transport and
C Wang +14 more
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Fog Computing Over IoT: A Secure Deployment and Formal Verification
IEEE Access, 2017 Fog computing, being an extension to cloud computing has addressed some issues found in cloud computing by providing additional features, such as location awareness, low latency, mobility support, and so on.
Samman Zahra +6 more
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Encrypt-to-Self: Securely Outsourcing Storage [PDF]
, 2020 We put forward a symmetric encryption primitive tailored towards a specific application: outsourced storage. The setting assumes a memory-bounded computing device that inflates the amount of volatile or permanent memory available to it by letting other (untrusted) devices hold encryptions of information that they return on request.
Jeroen Pijnenburg, Bertram Poettering
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