🔐 Privacy Engineering - daniel · Scour

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

🔒Privacy Compliance Academic

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

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eprint.iacr.org·

DP4SQL: Differentially Private SQL with Flexible Privacy Policies

🔒Privacy Compliance Academic

Multi-Objective Submodular Maximization with Differential Privacy

⚡Header Bidding Academic

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

🔒Privacy Compliance Academic

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

🕸️Identity Graphs Academic

Compositional Generative Modeling from Decentralized Data

🕸️Identity Graphs Academic

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

🧠AI Attribution Academic

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

🕸️Identity Graphs Academic

Minimax Private Estimation of Smooth Optimal-Transport Maps

🕸️Identity Graphs Academic

Differentially Private Synthetic Data via APIs 4: Tabular Data

🎯AudienceProject Academic

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

🕸️Identity Graphs Academic

Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models

🕸️Identity Graphs Academic

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

🕸️Identity Graphs Academic

TeeDAO: A Decentralized Autonomous Organization for Heterogeneous TEEs

📡Content Syndication Academic

CausShield: Sample Reconstruction-Resilient Vertical FL via Causal Representation Learning

🧠AI Attribution Academic

Decentralized EM Algorithm for Gaussian Mixtures under Data Heterogeneity and Partial Labeling

🧠AI Attribution Academic

No Free Lunch for Synthetic Images under Data Scarcity Conditions

🧠AI Attribution Academic

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

🕸️Identity Graphs Academic

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