🔐 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

A Survey on the Applications of Zero-Knowledge Proofs 🌳Merkle Trees

arxiv.org·22h

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

arxiv.org·1d

EncFormer: Secure and Efficient Transformer Inference over Encrypted Data 🔢Homomorphic Encryption

arxiv.org·22h

Realisation-Level Privacy Filtering 🔒Differential Privacy

arxiv.org·1d

COD-ssi: Enforcing Mutual Privacy for Credential Oblivious Disclosure in Self Sovereign Identity 🔒Digital Privacy

arxiv.org·22h

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

arxiv.org·4d

Mask-Free Privacy Extraction and Rewriting: A Domain-Aware Approach via Prototype Learning 🛡️Privacy Engineering

arxiv.org·22h

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

arxiv.org·4d

Tradeoffs in Privacy, Welfare, and Fairness for Facility Location 🔒Differential Privacy

arxiv.org·22h

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

Tractable Hyperproperties for MDPs ⚓Anchors

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

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