Privacy Preserving

Papers

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Showing 2701–2725 of 2975 papers

Title	Date	Tasks	Status	Hype
Enabling Efficient Privacy-Assured Outlier Detection over Encrypted Incremental Datasets	Nov 14, 2019	Anomaly DetectionOutlier Detection	—Unverified	0
Asynchronous Distributed Learning from Constraints	Nov 13, 2019	Document ClassificationPrivacy Preserving	—Unverified	0
Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion?	Nov 12, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Achieving Differential Privacy in Vertically Partitioned Multiparty Learning	Nov 11, 2019	Privacy Preserving	—Unverified	0
Privacy-Preserving Multiple Tensor Factorization for Synthesizing Large-Scale Location Traces with Cluster-Specific Features	Nov 11, 2019	Privacy Preserving	CodeCode Available	0
Privacy-Preserving Gradient Boosting Decision Trees	Nov 11, 2019	Privacy PreservingSensitivity	CodeCode Available	1
Privacy-Preserving Generalized Linear Models using Distributed Block Coordinate Descent	Nov 8, 2019	Privacy Preserving	CodeCode Available	0
Theoretical Guarantees for Model Auditing with Finite Adversaries	Nov 8, 2019	modelPrivacy Preserving	—Unverified	0
Privacy Preserving Gaze Estimation using Synthetic Images via a Randomized Encoding Based Framework	Nov 6, 2019	Gaze EstimationPrivacy Preserving	—Unverified	0
Privacy Preserving Threat Hunting in Smart Home Environments	Nov 6, 2019	Privacy Preserving	—Unverified	0
Privacy-Preserving Machine Learning Using EtC Images	Nov 1, 2019	BIG-bench Machine LearningDimensionality Reduction	—Unverified	0
Federated Learning with Differential Privacy: Algorithms and Performance Analysis	Nov 1, 2019	Federated LearningPrivacy Preserving	—Unverified	0
Efficient Privacy-Preserving Stochastic Nonconvex Optimization	Oct 30, 2019	Privacy Preserving	—Unverified	0
Noiseless Privacy	Oct 29, 2019	Privacy PreservingQuantization	—Unverified	0
Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation	Oct 29, 2019	Federated LearningPrivacy Preserving	CodeCode Available	1
Substra: a framework for privacy-preserving, traceable and collaborative Machine Learning	Oct 25, 2019	BIG-bench Machine LearningFederated Learning	—Unverified	0
Stochastic Channel-Based Federated Learning for Medical Data Privacy Preserving	Oct 23, 2019	Federated LearningPrivacy Preserving	—Unverified	0
Privacy- and Utility-Preserving Textual Analysis via Calibrated Multivariate Perturbations	Oct 20, 2019	Privacy Preserving	CodeCode Available	0
Privacy-preserving Federated Bayesian Learning of a Generative Model for Imbalanced Classification of Clinical Data	Oct 18, 2019	Data IntegrationDimensionality Reduction	—Unverified	0
Federated Generative Privacy	Oct 18, 2019	Federated LearningPrivacy Preserving	—Unverified	0
A blockchain-orchestrated Federated Learning architecture for healthcare consortia	Oct 12, 2019	Federated LearningPrivacy Preserving	—Unverified	0
ABCDP: Approximate Bayesian Computation with Differential Privacy	Oct 11, 2019	Privacy Preserving	—Unverified	0
Privacy-Preserving Multi-Party Contextual Bandits	Oct 11, 2019	Multi-Armed BanditsPrivacy Preserving	—Unverified	0
Privacy-preserving and yet Robust Collaborative Filtering Recommender as a Service	Oct 9, 2019	Collaborative FilteringPrivacy Preserving	—Unverified	0
Privacy Preserving Stochastic Channel-Based Federated Learning with Neural Network Pruning	Oct 4, 2019	Federated LearningNetwork Pruning	—Unverified	0

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