Statistical learning based fully homomorphic encryption on encrypted data
Sign Up to like & getrecommendations! 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
Design of Novel Hardware Architecture for Fully Homomorphic Encryption Algorithms in FPGA for Real-Time Data in Cloud Computing
Sign Up to like & getrecommendations! 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
Translating Algorithms to Handle Fully Homomorphic Encrypted Data on the Cloud
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
HE-Booster: An Efficient Polynomial Arithmetic Acceleration on GPUs for Fully Homomorphic Encryption
Sign Up to like & getrecommendations! 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?
Sign Up to like & getrecommendations! 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
Low-Complexity VLSI Design of Large Integer Multipliers for Fully Homomorphic Encryption
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Very Large Scale Integration (VLSI) Systems"
DOI: 10.1109/tvlsi.2018.2829539
Abstract: Large integer multiplication has been widely used in fully homomorphic encryption (FHE). Implementing feasible large integer multiplication hardware is thus critical for accelerating the FHE evaluation process. In this paper, a novel and efficient operand… read more here.
Keywords: integer; fully homomorphic; low complexity; large integer ... See more keywords
Attribute-Based Fully Homomorphic Encryption Scheme from Lattices with Short Ciphertext
Sign Up to like & getrecommendations! Published in 2021 at "Mathematical Problems in Engineering"
DOI: 10.1155/2021/6656764
Abstract: Attribute-based encryption (ABE) is a good choice for one-to-many communication and fine-grained access control of the encryption data in a cloud environment. Fully homomorphic encryption (FHE) allows cloud servers to make valid operations on encrypted… read more here.
Keywords: ciphertext; fully homomorphic; scheme; attribute based ... See more keywords
An Effective NTRU-Based Fully Homomorphic Encryption Scheme
Sign Up to like & getrecommendations! Published in 2021 at "Mathematical Problems in Engineering"
DOI: 10.1155/2021/9914961
Abstract: Fully homomorphic encryption (FHE) supports arbitrary computations on ciphertexts without decryption to protect users’ privacy. However, currently, there are still some shortcomings in research studies on FHE. For example, the NTRU-based FHE scheme constructed using… read more here.
Keywords: ntru based; cyclotomic ring; scheme; fully homomorphic ... See more keywords
A A New Asymmetric Fully Homomorphic Encryption Scheme for Cloud Banking Data
Sign Up to like & getrecommendations! Published in 2021 at "Science"
DOI: 10.24017/science.2020.2.12
Abstract: Most banks in our time still use the common traditional systems of high cost and relatively slow, we are now in the era of speed and technology, and these systems do not keep pace with… read more here.
Keywords: new asymmetric; cloud; homomorphic encryption; fully homomorphic ... See more keywords