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Recent advances of privacy-preserving machine learning based on (Fully) Homomorphic Encryption
Security and SafetyFully Homomorphic Encryption (FHE), known for its ability to process encrypted data without decryption, is a promising technique for solving privacy concerns in the machine learning era. However, there are many kinds of available FHE schemes and way more
Hong Cheng
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AI &Innovation, EarlyView.ABSTRACT The rapid evolution of the Internet of Things (IoT) has significantly advanced the field of electrocardiogram (ECG) monitoring, enabling real‐time, remote, and patient‐centric cardiac care. This paper presents a comprehensive survey of AI assisted IoT‐based ECG monitoring systems, focusing on the integration of emerging technologies such as ...
Amrita Choudhury +2 more
wiley +1 more source
SoK: FHE-Friendly Symmetric Ciphers and Transciphering
Transactions on Cryptographic Hardware and Embedded SystemsFully Homomorphic Encryption (FHE) enables computation on encrypted data without decryption, demonstrating significant potential for privacy-preserving applications.
Chao Niu +6 more
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Clinical Phytoscience, 2021 Background Fenugreek (Trigonella foenum-graecum) seed is a popular kitchen spice and medicinal herb with wide applications in Indian folklore. Earlier studies have shown that the hydro-ethanolic extracts of fenugreek are efficient in the management of a ...
Aman Khanna +4 more
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Therapeutic Applications of Stimuli‐Based Release and Engineering of Extracellular Vesicles
Advanced NanoBiomed Research, EarlyView.This review summarizes the effects of endogenous and exogenous stimuli, their effects on the natural release of extracellular vesicles, as well as their uptake and release. It also gives an overview of stimuli‐responsive EVs and their therapeutic applications. Extracellular vesicles (EVs), nano‐ to microsized lipid bilayer membrane‐bound particles, are
Gloria Kemunto, Kristen Dellinger
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Air-Side Nusselt Numbers and Friction Factor’s Individual Correlations of Finned Heat Exchangers
Energies, 2022 Currently, when designing finned heat exchangers (FHE), the average value of the entire heat transfer coefficient (HTC) is considered. However, each row of the heat exchanger (HEX) has different hydraulic-thermal characteristics.
Mateusz Marcinkowski +3 more
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Electronic jelly: Engineering the mechanics of hydrogels for flexible electronics
FlexMat, EarlyView.By unifying mechanical reinforcement strategies—double networks, structural ordering, and dynamic interactions—this review demonstrates how engineered hydrogels can transcend their fragility to achieve the strength, toughness, and reliability required for flexible electronics, including wearable sensors, energy devices, and soft robotic systems ...
Tianfu Zheng +2 more
wiley +1 more source
REED: Chiplet-based Accelerator for Fully Homomorphic Encryption
Transactions on Cryptographic Hardware and Embedded SystemsFully Homomorphic Encryption (FHE) enables privacy-preserving computation and has many applications. However, its practical implementation faces massive computation and memory overheads.
Aikata Aikata +4 more
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A Regev-Type Fully Homomorphic Encryption Scheme Using Modulus Switching
The Scientific World Journal, 2014 A critical challenge in a fully homomorphic encryption (FHE) scheme is to manage noise. Modulus switching technique is currently the most efficient noise management technique.
Zhigang Chen +3 more
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CHIMERA: Combining Ring-LWE-based Fully Homomorphic Encryption Schemes
Journal of Mathematical Cryptology, 2020 This paper proposes a practical hybrid solution for combining and switching between three popular Ring-LWE-based FHE schemes: TFHE, B/FV and HEAAN. This is achieved by first mapping the different plaintext spaces to a common algebraic structure and then ...
Boura Christina +3 more
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