🔐 Homomorphic Secret Sharing - hello · Scour

Data in Use Protection: How MPC Keeps Inputs Hidden from the Cloud 📈Differential Dataflow

stoffelmpc.com·6d·Hacker News, r/crypto, r/programming

Optimal Privacy-Aware Co-Design of Quantizer and Controller in Networked Control Systems 🔢Homomorphic Encryption

arxiv.org·1d

The Controversy of On-Chain Privacy: Monero, Tornado Cash, and Strk20 🔺Delta Lake

dev.to·16h·DEV

ADAM: A Systematic Data Extraction Attack on Agent Memory via Adaptive Querying 🛡️AI Security

arxiv.org·20h

The Future of Privacy: A Deep Dive into Cardano's Midnight & Zero-Knowledge Proofs 🔒Digital Privacy

dev.to·1d·DEV

Deep Privacy Funnel Model: From a Discriminative to a Generative Approach with an Application to Face Recognition 🔒Differential Privacy

arxiv.org·4d

Realisation-Level Privacy Filtering 🔒Differential Privacy

arxiv.org·1d

Balancing Functionality and GDPR-Driven Privacy in ISAC Trajectory Sharing 🛡️Privacy Engineering

arxiv.org·1d

BRASP: Boolean Range Queries over Encrypted Spatial Data with Access and Search Pattern Privacy 🔢Homomorphic Encryption

arxiv.org·4d

Differentially Private Language Generation and Identification in the Limit 🔒Differential Privacy

arxiv.org·4d

Differentially Private Best-Arm Identification 🔒Differential Privacy

arxiv.org·5d

TADP-RME: A Trust-Adaptive Differential Privacy Framework for Enhancing Reliability of Data-Driven Systems 🔒Differential Privacy

arxiv.org·4d

On the Price of Privacy for Language Identification and Generation 🔒Differential Privacy

arxiv.org·5d

FedSpy-LLM: Towards Scalable and Generalizable Data Reconstruction Attacks from Gradients on LLMs 🤖TVM

arxiv.org·5d

Private Seeds, Public LLMs: Realistic and Privacy-Preserving Synthetic Data Generation 🔒Differential Privacy

arxiv.org·4d

Towards Privacy-Preserving Large Language Model: Text-free Inference Through Alignment and Adaptation 🔒Differential Privacy

arxiv.org·5d

Tractable Hyperproperties for MDPs ⚓Anchors

arxiv.org·5d

Say Something Else: Rethinking Contextual Privacy as Information Sufficiency 🔒Differential Privacy

arxiv.org·5d

A Hardware-Anchored Privacy Middleware for PII Sharing Across Heterogeneous Embedded Consumer Devices 🔒Digital Privacy

arxiv.org·4d

PriPG-RL: Privileged Planner-Guided Reinforcement Learning for Partially Observable Systems with Anytime-Feasible MPC 🎯Reinforcement Learning

arxiv.org·4d

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