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Differentially Private Federated Learning: A Client Level Perspective
paperium.net·1d·
Discuss: DEV
🛡️Differential Privacy
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Differentially Private Federated Learning: A Client Level Perspective
dev.to·1d·
Discuss: DEV
🔒Privacy Archives
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<p>**Abstract:** This paper proposes a novel framework for Federated Quantum Key Distribution (FQKD) integrating adaptive trust management mechanisms to enhance...
freederia.com·4h
🔐Quantum Security
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zkFL-Health: Blockchain-Enabled Zero-Knowledge Federated Learning for Medical AI Privacy
arxiv.org·3d
🔐Homomorphic Encryption
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My First Step into Security: Building a Zero-Knowledge Vault
blog.thnkandgrow.com·1d
🔐Archive Encryption
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A Reputation-Staking Protocol for Information Credibility
trustengine.quest·1d·
Discuss: Hacker News
🤝Consensus Algorithms
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Project idea: Bring “Enterprise-Grade” SWG/DLP Concepts to the Homelab as an Easy Docker Privacy Gateway
reddit.com·1d·
Discuss: r/selfhosted
🏠Homelab Federation
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Optimizing Bracha's Reliable Broadcast: Shaving Rounds off a 37-Year-Old Algorithm
blog.can.ac·3d
🤝Paxos Consensus
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Information, Physics, and Computation (Oxford Graduate Texts): Mézard, Marc, Montanari, Andrea: 8601410201722: Amazon.com: Books
amazon.com·1d
📐Compression Mathematics
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HyperFoldUK/sparse-ternary-fma: High-performance ternary arithmetic kernel with 2-bit encoding and AVX-512 SIMD acceleration for FHE and AI applications
github.com·4d·
Discuss: Hacker News
🔐Homomorphic Encryption
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Federated Learning Based Decentralized Adaptive Intelligent Transmission Protocol for Privacy Preserving 6G Networks
arxiv.org·5d
🕸️Mesh Networking
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AI is upending file security. Here’s how to fight back
reversinglabs.com·4d
🔐Archive Encryption
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GateBreaker: Gate-Guided Attacks on Mixture-of-Expert LLMs
arxiv.org·3d
💻Local LLMs
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Privacy-Preserving Vaccination Checks: A Proof of Concept MPC Deployment with the Frankfurt Health Department
sine.foundation·5d·
Discuss: Lobsters
🔑Cryptographic Protocols
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The Anti-Cloud AI Manifesto: Meet “Ratio,” the DSL That Runs Game-Grade Intelligence on a Laptop
hackernoon.com·4d
🌊Stream Processing
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Mechanism-Based Intelligence (MBI): Differentiable Incentives for Rational Coordination and Guaranteed Alignment in Multi-Agent Systems
arxiv.org·3d
🔲Cellular Automata
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Shared Representation Learning for High-Dimensional Multi-Task Forecasting under Resource Contention in Cloud-Native Backends
arxiv.org·3d
📈Time Series
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Privacy-Preserving Active Learning for autonomous urban air mobility routing under multi-jurisdictional compliance
dev.to·2d·
Discuss: DEV
🔲Cellular Automata
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I'm looking for high-level evaluations for a private and unique heuristic logic engine.
reddit.com·1d·
Discuss: r/LLM
🔮Proof Search
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Exploring the zero operator access design of Mantle
aws.amazon.com·4d
🌳Archive Merkle Trees
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