Privacy Engineering

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Scoured 56 posts in 17.8 ms

Two-Way Confidential VMs (2cVM): Collaborative Confidential Computing for Mutually Distrustful Parties

 ⚙️Operating System Design  Content type: Academic
arxiv.org·

Butterfly Effect: Multi-Key FHE from Ring-LWR

 🔒Protocol Verification
eprint.iacr.org·

On Choosing the $\mu$ Parameter in Gaussian Differential Privacy

 🔠Type-Level Programming  Content type: Academic
arxiv.org·

DP4SQL: Differentially Private SQL with Flexible Privacy Policies

 🎯GADT  Content type: Academic
arxiv.org·

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

 🐫OCaml
eprint.iacr.org·

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

 ⏱️Computational Complexity  Content type: Academic
arxiv.org·

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

 📄Systems Research  Content type: Academic
arxiv.org·

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

 🔍CBMC  Content type: Academic
arxiv.org·

Multi-Objective Submodular Maximization with Differential Privacy

 🧩SAT Solvers  Content type: Academic
arxiv.org·

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

 💻QEMU  Content type: Academic
arxiv.org·

Differentially Private Synthetic Data via APIs 4: Tabular Data

 Existential Types  Content type: Academic
arxiv.org·

Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models

 📚Automata Learning  Content type: Academic
arxiv.org·

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

 🕸️Graph Theory  Content type: Academic
arxiv.org·

Sort, Partition, Randomize: Optimal Binary Hypothesis Testing under Local Differential Privacy

 ⏱️Computational Complexity  Content type: Academic
arxiv.org·

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

 ⚖️Weighted Automata  Content type: Academic
arxiv.org·

Minimax Private Estimation of Smooth Optimal-Transport Maps

 👁️Observability  Content type: Academic
arxiv.org·

No Free Lunch for Synthetic Images under Data Scarcity Conditions

 🔁E-graphs  Content type: Academic
arxiv.org·

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

 📚Automata Learning  Content type: Academic
arxiv.org·

Protecting K-Nearest Neighbor Queries from Location Inference Attacks

 🧩Separation Logic  Content type: Academic
arxiv.org·

PRESS RELEASE: Massachusetts House Stands Up for Privacy Rights, Passes Massachusetts Consumer Data Privacy Act

 🛡️macOS Security
epic.org·

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