Pasta: A Case for Hybrid Homomorphic Encryption [PDF]
Transactions on Cryptographic Hardware and Embedded Systems, 2023 The idea of hybrid homomorphic encryption (HHE) is to drastically reduce bandwidth requirements when using homomorphic encryption (HE) at the cost of more expensive computations in the encrypted domain.
Christoph Dobraunig +5 more
doaj +7 more sources
Research on privacy information retrieval model based on hybrid homomorphic encryption
Cybersecurity, 2023 The computational complexity of privacy information retrieval protocols is often linearly related to database size. When the database size is large, the efficiency of privacy information retrieval protocols is relatively low.
Wei-tao Song +3 more
doaj +3 more sources
Secure searching of biomarkers through hybrid homomorphic encryption scheme [PDF]
BMC Medical Genomics, 2017 Background As genome sequencing technology develops rapidly, there has lately been an increasing need to keep genomic data secure even when stored in the cloud and still used for research.
Miran Kim, Yongsoo Song, Jung Hee Cheon
doaj +6 more sources
Entropy, 2023 Protecting digital data, especially digital images, from unauthorized access and malicious activities is crucial in today’s digital era. This paper introduces a novel approach to enhance image encryption by combining the strengths of the RSA algorithm ...
Dani Elias Mfungo, Xianping Fu
doaj +4 more sources
LSTM guided homomorphic encryption for threat-resistant IoT networks [PDF]
Discover ComputingThe rapid growth of the Internet of Things (IoT) has led to revolutionary innovations in many fields; however, it has also resulted in significant security and privacy issues due to the resource limitations and distributed nature of IoT networks ...
Sanjeev Kumar +5 more
doaj +3 more sources
Using Fully Homomorphic Hybrid Encryption to Minimize Non-interative Zero-Knowledge Proofs [PDF]
Journal of Cryptology, 2014 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Craig Gentry, Jens Groth, Yuval Ishai
exaly +6 more sources
A privacy-preserving cloud storage framework with hybrid encryption, homomorphic keyword search, and blockchain-based integrity verification [PDF]
Scientific ReportsCloud storage outsourcing introduces critical privacy risks as Cloud Service Providers (CSPs) can access unencrypted user data, while encryption eliminates essential functionality such as searchability and remote integrity verification.
Haitham M. A. Ahmed +2 more
doaj +2 more sources
A data privacy protection method for infectious disease prediction models with balanced training speed and accuracy [PDF]
Scientific ReportsThe application of deep learning technologies in constructing infectious disease prediction models has significantly enhanced public health strategies; however, the imperative for medical data privacy often prevents institutions from sharing diverse ...
Xinhang Wang +9 more
doaj +2 more sources
MedShieldFL-a privacy-preserving hybrid federated learning framework for intelligent healthcare systems [PDF]
Scientific ReportsRecent advances in artificial intelligence have greatly increased the accuracy of computer-assisted diagnosis for serious conditions including brain tumours.
Dileep Kumar Murala +3 more
doaj +2 more sources
Efficient face information encryption and verification scheme based on full homomorphic encryption [PDF]
Scientific ReportsEmerging global privacy mandates enforce strict requirements for biometric data protection, requiring encrypted processing throughout storage and computation phases.
Yijia Chen +7 more
doaj +2 more sources