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   Articles with "fully homomorphic" as a keyword



Statistical learning based fully homomorphic encryption on encrypted data

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recommendations! Published in 2017 at "Soft Computing"

DOI: 10.1007/s00500-016-2296-6

Abstract: Statistical learning has been widely used in many fields, such as science, engineering and finance, to extract important patterns, trends, and understand “what the data say”. Privacy of statistical learning, i.e., user and sensitive data,… read more here.

Keywords: encrypted data; computation; fully homomorphic; statistical learning ... See more keywords

A comparative performance analysis of fully homomorphic and attribute-based encryption schemes

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recommendations! Published in 2025 at "Scientific Reports"

DOI: 10.1038/s41598-025-19404-w

Abstract: To integrate Attribute-Based Encryption (ABE) and Fully Homomorphic Encryption (FHE) within the NS-2 simulation environment, we propose a novel simulation model called FHE and ABE with Fast Exponentiation Optimization (FA-FEO) for smart city environment monitoring.… read more here.

Keywords: attribute based; abe; performance; encryption ... See more keywords

Privacy-preserving biological age prediction over federated human methylation data using fully homomorphic encryption

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recommendations! Published in 2024 at "Genome Research"

DOI: 10.1101/gr.279071.124

Abstract: DNA methylation data play a crucial role in estimating chronological age in mammals, offering real-time insights into an individual's aging process. The epigenetic pacemaker (EPM) model allows inference of the biological age as deviations from… read more here.

Keywords: privacy preserving; privacy; biological age; fully homomorphic ... See more keywords

Design of Novel Hardware Architecture for Fully Homomorphic Encryption Algorithms in FPGA for Real-Time Data in Cloud Computing

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3229892

Abstract: In the cloud computing environment, the data is encrypted using a variety of cryptographic techniques before being sent to the cloud. But in this method, if someone wants to do some operation on the ciphertext,… read more here.

Keywords: time; homomorphic encryption; hardware; encryption ... See more keywords

Research on Noise Management Technology for Fully Homomorphic Encryption

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recommendations! Published in 2024 at "IEEE Access"

DOI: 10.1109/access.2024.3461729

Abstract: Fully homomorphic encryption (FHE) has gradually become an important tool for solving data security and privacy protection issues, because it supports arbitrary computation of encrypted data without the need for prior decryption. The key to… read more here.

Keywords: homomorphic encryption; noise management; fully homomorphic; noise ... See more keywords

Secure Federated Learning With Fully Homomorphic Encryption for IoT Communications

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recommendations! Published in 2024 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2023.3302065

Abstract: The emergence of the Internet of Things (IoT) has revolutionized people’s daily lives, providing superior quality services in cognitive cities, healthcare, and smart buildings. However, smart buildings use heterogeneous networks. The massive number of interconnected… read more here.

Keywords: secure; fully homomorphic; federated learning; iot ... See more keywords

Translating Algorithms to Handle Fully Homomorphic Encrypted Data on the Cloud

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recommendations! Published in 2018 at "IEEE Transactions on Cloud Computing"

DOI: 10.1109/tcc.2015.2481416

Abstract: Cloud provides large shared resources where users (or foundations) can enjoy the facility of storing data or executing applications. In spite of gaining convenience of large resources, storing critical data in cloud is not secured.… read more here.

Keywords: encrypted data; data cloud; translating algorithms; fully homomorphic ... See more keywords

Privacy-Preserving and Outsourced Multi-Party K-Means Clustering Based on Multi-Key Fully Homomorphic Encryption

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recommendations! Published in 2023 at "IEEE Transactions on Dependable and Secure Computing"

DOI: 10.1109/tdsc.2022.3181667

Abstract: The clustering algorithm is a useful tool for analyzing medical data. For instance, the k-means clustering can be used to study precipitating factors of a disease. In order to implement the clustering algorithm efficiently, data… read more here.

Keywords: means clustering; encryption; key fully; multi ... See more keywords

Privacy-Preserving Electronic Medical Record Sharing for IoT-Enabled Healthcare System Using Fully Homomorphic Encryption, IOTA, and Masked Authenticated Messaging

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recommendations! Published in 2024 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2024.3397343

Abstract: A significant evolution in healthcare recently uses technological advancements to perform different activities, such as patient electronic medical records (EMRs) data gathering, preserving, processing, diagnosis, and handling. The adaptation of the Internet of Things (IoT)… read more here.

Keywords: authenticated messaging; encryption; fully homomorphic; electronic medical ... See more keywords

HE-Booster: An Efficient Polynomial Arithmetic Acceleration on GPUs for Fully Homomorphic Encryption

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recommendations! Published in 2023 at "IEEE Transactions on Parallel and Distributed Systems"

DOI: 10.1109/tpds.2022.3228628

Abstract: Fully Homomorphic Encryption (FHE) enables secure offloading of computations to untrusted cloud servers as it allows computing on encrypted data. However, existing well-known FHE schemes suffer from heavy performance overheads. Thus numerous accelerations based on… read more here.

Keywords: homomorphic encryption; acceleration; gpu; booster efficient ... See more keywords

Sorting of Fully Homomorphic Encrypted Cloud Data: Can Partitioning be Effective?

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recommendations! Published in 2020 at "IEEE Transactions on Services Computing"

DOI: 10.1109/tsc.2017.2711018

Abstract: The challenge of maintaining confidentiality of stored data in cloud is of utmost importance to realize the potential of cloud computing as an emerging storage solution service. Storing data in encrypted form may solve the… read more here.

Keywords: mml; math; sort; fhe ... See more keywords