🛡️ Privacy Engineering - CWhiting · Scour

Privacy by Design 🔒Digital Privacy

ministryoftesting.com·2d

Quadratic Objective Perturbation: Curvature-Based Differential Privacy 🔒Privacy-Preserving Analytics

Efficient and Privacy-preserving Outsourced Training of Decision Tree Models Based on (Leveled) Fully Homomorphic Encryption 🔒Privacy Preserving

eprint.iacr.org·2d

S2E17 - Noise in the Machine: How to Assess, Design & Deploy 'Differential Privacy' with Damien Desfontaines (Tumult Labs) - The Shifting Privacy Left Podcast 🔒Privacy Preserving

shiftingprivacyleft.buzzsprout.com·5d

GPC could cut EU consent banners - but law must catch up first 🔐First-Party Data

Privacy-preserving collective reinforcement learning using fully homomorphic encryption in usage-based insurance 🔒Privacy Preserving

sciencedirect.com·4d

opendp/opendp: The core library of differential privacy algorithms powering the OpenDP Project. 🔒Privacy Preserving

Limits of Personalizing Differential Privacy Budgets 🔒Privacy-Preserving Analytics

Deep Learning under Fractional-Order Differential Privacy 🔒Privacy Preserving

SoK: Private LLM Inference using Approximate Homomorphic Encryption 💻Local LLMs

eprint.iacr.org·3d

Convex Optimization with Local Label Differential Privacy: Tight Bounds in All Privacy Regimes 🔒Privacy Preserving

On Succinct Non-Interactive Secure Computation with Malicious Security 🌊Stream Ciphers

eprint.iacr.org·6d

How Does Differential Privacy Affect Social Bias in LLMs? A Systematic Evaluation 💻Local LLMs

Zero-Knowledge Proofs for Gradient Boosted Decision Trees 🛡️Archive Verification

eprint.iacr.org·6d

Obscura: Privacy-Preserving Protocol for the Algorand Blockchain Using LSAG Ring Signatures 🔐Decentralized Identity

eprint.iacr.org·5d

Maintaining Sublinear Locality Over Time: Adaptively Secure MPC on a Reusable Hidden Graph 💻Local LLMs

eprint.iacr.org·6d

Privacy Without Losing Place: A Paradigm for Private Retrieval in Spatial RAGs 🌐Archive Topology

Differentially Private Auditing Under Strategic Response 🔒Privacy-Preserving Analytics

INO-SGD: Addressing Utility Imbalance under Individualized Differential Privacy 🔒Privacy Preserving

Differential Privacy in the Extensive-Form Bandit Problem 🔒Privacy Preserving

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