EP-HDC: Hyperdimensional Computing with Encrypted Parameters for High-Throughput Privacy-Preserving Inference
arxiv.org·1d
🏥Medical Privacy
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Quantum-Resistant Federated Learning with Homomorphic Encryption for Medical Imaging Diagnostics
dev.to·2d·
Discuss: DEV
🌐Decentralized AI
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Beyond computational assumptions: How BGKW replaced hardness with isolation
reddit.com·7h·
Discuss: r/compsci
🔐Zero-Knowledge Proofs
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A Soft‑Fork Proposal for Blockchain‑Based Distributed AI Computation
hackernoon.com·1d
🌐Decentralized AI
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News for October 2025
ptreview.sublinear.info·1d
🔐Zero-Knowledge Proofs
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Enhancing Federated Learning Privacy with QUBO
arxiv.org·1h
🌐Decentralized AI
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Geonum – geometric number library for unlimited dimensions with O(1) complexity
github.com·1d·
Discuss: Hacker News
⚙️Programming
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Leakage-abuse Attack Against Substring-SSE with Partially Known Dataset
arxiv.org·1d
🔐Zero-Knowledge Proofs
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Two-Parameter R\'enyi Information Quantities with Applications to Privacy Amplification and Soft Covering
arxiv.org·1h
🔐Zero-Knowledge Proofs
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Powering distributed AI/ML at scale with new partnership between Azure and Anyscale
devblogs.microsoft.com·7h
🌐Decentralized AI
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1.✅ Bio-Digital Defiance: Defying The Order of the Creator Control of your travel, speech, thought and soul.
threadreaderapp.com·16h
🏥Medical Privacy
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Strong Authentication in a Post-Quantum World
kuppingercole.com·17h·
Discuss: Hacker News
🔒Hardware Security
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ZkML Breakthrough: 13B Models Verified in 15 Minutes
lightcapai.medium.com·2d·
Discuss: Hacker News
🌐Decentralized AI
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Mathematics solves problems by pen and paper. CS helps us to go far beyond that
cacm.acm.org·2d·
Discuss: Hacker News
🔐Zero-Knowledge Proofs
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Thoughts on "Static Retrival Revisited"
curiouscoding.nl·1d
🔄Protocol Design
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Architectural Patterns for Securing Data: At Rest, In Transit, and At Runtime
dev.to·1d·
Discuss: DEV
🔒Hardware Security
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Topographical sparse mapping: A training framework for deep learning models
sciencedirect.com·8h·
Discuss: Hacker News
🌐Decentralized AI
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Computation as a Game
arxiv.org·1d
✅Formal Verification
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A Note on Notes: Towards Scalable Anonymous Payments via Evolving Nullifiers and Oblivious Synchronization
eprint.iacr.org·3d
🔐Zero-Knowledge Proofs
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Video Invisible Watermarking at Scale
engineering.fb.com·12h·
Discuss: Hacker News
🔒Hardware Security
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