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Scoured 68 posts in 9.2 ms
Revisiting ML Training under Fully Homomorphic Encryption: Convergence Guarantees, Differential Privacy, and Efficient Algorithms  🔢Homomorphic Encryption
arxiv.org·4d
A Plant Photo Says More Than You Think: Privacy by Design at PlantLab  🌿Digital Gardens
blog.plantlab.ai·1d
Provide a response to the guidelines on scientific research and personal data  💾Digital Archiving
europedigital.cloud·5d
FPF Releases Practitioner Guides on Privacy Enhancing Technologies for Education Stakeholders  🔒Digital Privacy
fpf.org·4d
An intensive introduction to cryptography: index  🔐Cryptography
intensecrypto.org·5d·Hacker News
On-Device Generative AI for GDPR-Compliant Visual Monitoring: Natural Language Alerts from Local Object Detection  📱Edge AI
arxiv.org·16h
The Fast Mixing Mechanism for Differential Privacy  🔒Differential Privacy
arxiv.org·16h
Local Differential Privacy with Correlated Noise Achieves Central-DP Optimal Cost  🔒Differential Privacy
arxiv.org·16h
HE^2: A Communication-Light Heterogeneous Architecture for Efficient Fully Homomorphic Encryption  🔢Homomorphic Encryption
arxiv.org·16h
On public and private binary classification with metric space valued predictors  🧮Embeddings
arxiv.org·16h
Context-Aware Metric Differential Privacy for Vehicle Trajectory Data  🔒Differential Privacy
arxiv.org·5d
DeIDClinic: A Risk-Aware Pseudonymization Framework for Clinical Text De-identification and Re-identification Risk Assessment  🔢Homomorphic Encryption
arxiv.org·6d
Mind the Gap: Mixtures of Gaussians in Approximate Differential Privacy  🔒Differential Privacy
arxiv.org·4d
Beyond Epsilon: A Principled QIF Framework for Local Differential Privacy  🔒Differential Privacy
arxiv.org·5d
Optimal quantum locally differentially private mechanisms in the high-privacy regime  🔢Homomorphic Encryption
arxiv.org·5d
Optimal Quantum Differential Privacy via Fisher Information Spectral Analysis  🔢Homomorphic Encryption
arxiv.org·6d
Optimal Gap-Dependent Regret for Private Stochastic Decision-Theoretic Online Learning  📊Optimization
arxiv.org·3d
Gaussian Differentially Private $e$-values: Construction, Threshold Calibration, and Multiple Testing  🔒Differential Privacy
arxiv.org·3d
Detectability in Diversity: Improved Canary Crafting for Privacy Auditing in One Run  🔒Differential Privacy
arxiv.org·5d
Protecting On-Device AI Inference: A Systematic Review of Attacks and Defence Mechanisms  🛡️AI Security
arxiv.org·3d

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