🔒 Privacy-Preserving Analytics - emschwartz · Scour

Out of sight, out of reach – it't not your data

🛡️Privacy Blog

ecprotocol.io··Hacker News

High-Accuracy, Poisoning-Resilient Frequency Estimation in the Shuffle Model

eprint.iacr.org·

Brave Origin strips AI, Rewards, and VPN for privacy purists - at a price

🔗Interoperability

Asymptotic Optimality of the High-Dimensional Gaussian Mechanism and Improved Low-Dimensional Mechanisms for Differential Privacy

🎯Vector Quantization Academic

Fully Oblivious Differential Privacy for Frequency Estimation in the Augmented Shuffle Model with Trusted Processors

🔐Hardware Security Academic

Apple’s Gemini Bet: What Outsourcing AI Really Means

✨Gemini Blog Discussion

Multi-Objective Submodular Maximization with Differential Privacy

⚡PGO Academic

Latency-Aware, High-Throughput Homomorphic AES Evaluation with CKKS

⚡Hardware Acceleration

eprint.iacr.org·

An End-to-End Encrypted Control Pipeline for Multi-Agent Coordination via CKKS Homomorphic Encryption

🚀Indie Hacking Academic

SoK: Reconstruction Attacks on Synthetic Tabular Data (Insights from Winning the NIST CRC)

🌳Data Structures Academic

Butterfly Effect: Multi-Key FHE from Ring-LWR

🚩CTF Writeups

eprint.iacr.org·

EnclaveScale: Hardware-Assisted Edge-DP for Secure Data Centre Power Telemetry

🏗️LLM Infrastructure Academic

No Free Lunch for Synthetic Images under Data Scarcity Conditions

✨Gemini Academic

DPDL: Towards Differential Privacy Preservation in Decentralized Stochastic Learning on Non-IID Data

🎯Vector Search Academic

SWIFT: Shallow and SIMD-Aware CKKS Functional Bootstrapping for Low-Latency

⚡Hardware Acceleration

eprint.iacr.org·

Minimax Private Estimation of Smooth Optimal-Transport Maps

📦Batch Embeddings Academic

Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models

🧠LLM Inference Academic

InfoShield: Privacy-Preserving Speech Representations for Mental Health Screening via Information-Theoretic Optimization

ℹ️Information Theory Academic

Protecting K-Nearest Neighbor Queries from Location Inference Attacks

🧮LSH Academic

SharedRequest: Privacy-Preserving Model-Agnostic Inference for Large Language Models

📊Model Serving Economics Academic

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