Privacy Preserving

Papers

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Showing 2126–2150 of 2975 papers

Title	Date	Tasks	Status	Hype
Infinitely Divisible Noise in the Low Privacy Regime	Oct 13, 2021	Federated LearningPrivacy Preserving	CodeCode Available	0
Sharing FANCI Features: A Privacy Analysis of Feature Extraction for DGA Detection	Oct 12, 2021	BIG-bench Machine LearningPrivacy Preserving	—Unverified	0
Not all noise is accounted equally: How differentially private learning benefits from large sampling rates	Oct 12, 2021	AllPrivacy Preserving	CodeCode Available	0
Federated Phish Bowl: LSTM-Based Decentralized Phishing Email Detection	Oct 12, 2021	Federated LearningPrivacy Preserving	—Unverified	0
Homogeneous Learning: Self-Attention Decentralized Deep Learning	Oct 11, 2021	Deep LearningFederated Learning	CodeCode Available	0
Aura: Privacy-preserving Augmentation to Improve Test Set Diversity in Speech Enhancement	Oct 8, 2021	DiversityPrivacy Preserving	CodeCode Available	0
GaitPrivacyON: Privacy-Preserving Mobile Gait Biometrics using Unsupervised Learning	Oct 8, 2021	Privacy Preserving	—Unverified	0
MilliTRACE-IR: Contact Tracing and Temperature Screening via mm-Wave and Infrared Sensing	Oct 8, 2021	Person Re-IdentificationPrivacy Preserving	—Unverified	0
Complex-valued Federated Learning with Differential Privacy and MRI Applications	Oct 7, 2021	Federated LearningMRI Reconstruction	—Unverified	0
Neural Tangent Kernel Empowered Federated Learning	Oct 7, 2021	Federated LearningPrivacy Preserving	—Unverified	0
Multi-Trigger-Key: Towards Multi-Task Privacy Preserving In Deep Learning	Oct 6, 2021	Privacy Preserving	—Unverified	0
Scalable Multi-Agent Reinforcement Learning for Residential Load Scheduling under Data Governance	Oct 6, 2021	Multi-agent Reinforcement LearningPrivacy Preserving	—Unverified	0
Secure Byzantine-Robust Distributed Learning via Clustering	Oct 6, 2021	ClusteringFederated Learning	—Unverified	0
Communication-Efficient Federated Learning with Binary Neural Networks	Oct 5, 2021	BinarizationFederated Learning	CodeCode Available	1
FedDQ: Communication-Efficient Federated Learning with Descending Quantization	Oct 5, 2021	Federated LearningModel Compression	—Unverified	0
Distributed Privacy-Preserving Electric Vehicle Charging Control Based on Secret Sharing	Oct 5, 2021	Distributed OptimizationManagement	—Unverified	0
Dirichlet Mechanism for Differentially Private KL Divergence Minimization	Oct 3, 2021	Privacy Preserving	CodeCode Available	0
One-Bit Matrix Completion with Differential Privacy	Oct 2, 2021	Collaborative FilteringMatrix Completion	—Unverified	0
A Privacy-preserving Distributed Training Framework for Cooperative Multi-agent Deep Reinforcement Learning	Sep 30, 2021	Deep Reinforcement LearningPrivacy Preserving	—Unverified	0
Federated Contrastive Learning for Privacy-Preserving Unpaired Image-to-Image Translation	Sep 29, 2021	Contrastive LearningImage-to-Image Translation	—Unverified	0
Larger Model Causes Lower Classification Accuracy Under Differential Privacy: Reason and Solution	Sep 29, 2021	Privacy Preserving	—Unverified	0
Privacy-preserving Task-Agnostic Vision Transformer for Image Processing	Sep 29, 2021	Multi-Task LearningPrivacy Preserving	CodeCode Available	0
Practical and Private Heterogeneous Federated Learning	Sep 29, 2021	Federated LearningPrivacy Preserving	—Unverified	0
Demystifying Hyperparameter Optimization in Federated Learning	Sep 29, 2021	Federated LearningHyperparameter Optimization	—Unverified	0
Multi-Trigger-Key: Towards Multi-Task Privacy-Preserving In Deep Learning	Sep 29, 2021	AttributeDeep Learning	—Unverified	0

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