Dual-Layer Architecture Cuts Healthcare Edge Cloud Latency to Fifty Milliseconds
A dual-layer computing architecture combines adaptive encryption and federated learning to process simulated healthcare sensor streams in 30 to 50 ...
Tag: CKKS scheme
Homomorphic Encryption Framework Balances Distributed Datasets and Boosts Federated Learning Accuracy
Researchers have developed a privacy-preserving framework called FLICKER that uses CKKS homomorphic encryption to detect and correct global class imbalance ...
Smarter Starting Points Slash the Cost of Encrypted Division and Square Root
A systematic study of 603,000 configurations shows that optimization algorithms can find Newton–Raphson starting values for homomorphic division and square ...
New survey maps how compilers make encrypted computing usable
A new survey systematically examines the compilers that translate ordinary programs into fully homomorphic encryption code, a technology that enables ...
Privacy-First AI Detects Fainting Condition Without Exposing Patient Data
A proof-of-concept study shows that differentially private, explainable AI can detect vasovagal syncope from tilt-test data with minimal accuracy loss, ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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