CoFHE: Software and hardware Co-design for FHE-based machine learning as a service [PDF]
Frontiers in Electronics, 2023 Introduction: Privacy concerns arise whenever sensitive data is outsourced to untrusted Machine Learning as a Service (MLaaS) platforms. Fully Homomorphic Encryption (FHE) emerges one of the most promising solutions to implementing privacy-preserving ...
Mengxin Zheng, Lei Ju, Lei Jiang
doaj +7 more sources
On the IND-CCA1 Security of FHE Schemes
Cryptography, 2022 Fully homomorphic encryption (FHE) is a powerful tool in cryptography that allows one to perform arbitrary computations on encrypted material without having to decrypt it first.
Håvard Raddum +2 more
exaly +7 more sources
Potential of fermented herbal extracts to modulate digestion and gut microbiota during the weaner and fattening period on commercial pig farms [PDF]
Frontiers in Veterinary ScienceDue to varying farm environments, the effect of feed additives on the gut microbiota and function in pigs may differ among farms. The present study aimed to evaluate the effect of a fermented herbal extract (FHE) on feed digestibility, fecal microbiota ...
Barbara U. Metzler-Zebeli +5 more
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Toward universal dose prediction: A multi-scale, multi-objective framework for sequential boost radiotherapy. [PDF]
Med PhysAbstract Background Sequential boost radiotherapy (RT) poses a challenge in allocating dose across multiple plans while protecting organs at risk (OARs). Clinicians must decide whether OAR sparing should occur primarily in the initial plan, the boost plan(s), or all plans, resulting in a time‐intensive, iterative optimization process.
Maniscalco AM +7 more
europepmc +2 more sources
Do fermented herbal extracts affect pig behavior, health and productivity? An on-farm study [PDF]
Frontiers in Veterinary ScienceRespiratory disorders and tail biting represent common issues in pig husbandry. Dietary supplementation with a combination of microbes and herbal extracts could offer welfare benefits.
Natalia Nöllenburg +4 more
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A comparative performance analysis of fully homomorphic and attribute-based encryption schemes [PDF]
Scientific ReportsTo 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 ...
Kirti Dinkar More, Dhanya Pramod
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Extending homomorphic algorithms for encrypted text comparison [PDF]
Scientific ReportsFully Homomorphic Encryption (FHE) enables computation on encrypted data without revealing its content, offering strong privacy guarantees for sensitive applications. Despite its potential, current FHE libraries lack native support for string operations,
Iñaki Seco-Aguirre +3 more
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Dynamic Model Selection in a Hybrid Ensemble Framework for Robust Photovoltaic Power Forecasting [PDF]
SensorsAs global electricity demand increases and concerns over fossil fuel usage intensify, renewable energy sources have gained significant attention. Solar energy stands out due to its low installation costs and suitability for deployment.
Nakhun Song +3 more
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Frontiers in Bioengineering and Biotechnology, 2023 Features of black phosphorous (BP) nano sheets such as enhancing mineralization and reducing cytotoxicity in bone regeneration field have been reported. Thermo-responsive FHE hydrogel (mainly composed of oxidized hyaluronic acid (OHA), poly-ε-L-lysine (ε-
Junjie Xu, Jiangyu Cai, Qiao Yi
exaly +3 more sources
DARTPHROG: A Superscalar Homomorphic Accelerator [PDF]
SensorsFully Homomorphic Encryption (FHE) allows a client to share their data with an external server without ever exposing their data. FHE serves as a potential solution for data breaches and the marketing of users’ private data.
Alexander Magyari, Yuhua Chen
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