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Privacy Preserving

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Showing 2901–2950 of 2975 papers

TitleStatusHype
Deep Variational Privacy Funnel: General Modeling with Applications in Face RecognitionCode0
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from ServerCode0
Privacy-Preserving Representations Are Not Enough: Recovering Scene Content From Camera PosesCode0
Domain Adaptation from ScratchCode0
Deep Models Under the GAN: Information Leakage from Collaborative Deep LearningCode0
Label Privacy in Split Learning for Large Models with Parameter-Efficient TrainingCode0
Domain Adaptation for the Segmentation of Confidential Medical ImagesCode0
SMOTExT: SMOTE meets Large Language ModelsCode0
Training privacy-preserving video analytics pipelines by suppressing features that reveal information about private attributesCode0
Utilizing Data Fingerprints for Privacy-Preserving Algorithm Selection in Time Series Classification: Performance and Uncertainty Estimation on Unseen DatasetsCode0
Distributed Learning without Distress: Privacy-Preserving Empirical Risk MinimizationCode0
AdaCliP: Adaptive Clipping for Private SGDCode0
Scaling While Privacy Preserving: A Comprehensive Synthetic Tabular Data Generation and Evaluation in Learning AnalyticsCode0
Privacy-preserving Early Detection of Epileptic Seizures in VideosCode0
Privacy-Preserving Edge Federated Learning for Intelligent Mobile-Health SystemsCode0
FedER: Federated Learning through Experience Replay and Privacy-Preserving Data SynthesisCode0
Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation with Manipulable SemanticsCode0
Privacy Preserving Semi-Decentralized Mean Estimation over Intermittently-Connected NetworksCode0
Schrödinger's Camera: First Steps Towards a Quantum-Based Privacy Preserving CameraCode0
SCOTCH: An Efficient Secure Computation Framework for Secure AggregationCode0
Decentralised, Collaborative, and Privacy-preserving Machine Learning for Multi-Hospital DataCode0
Distributed Differentially Private Computation of Functions with Correlated NoiseCode0
Learning-Based Difficulty Calibration for Enhanced Membership Inference AttacksCode0
TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based SystemsCode0
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMICode0
Personalized Federated Collaborative Filtering: A Variational AutoEncoder ApproachCode0
Learning Human Action Recognition Representations Without Real HumansCode0
SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPCCode0
Personalized Federated Learning on Long-Tailed Data via Adversarial Feature AugmentationCode0
SecONNds: Secure Outsourced Neural Network Inference on ImageNetCode0
Personalized Federated Learning via StackingCode0
Client2Vec: Improving Federated Learning by Distribution Shifts Aware Client IndexingCode0
QueryCheetah: Fast Automated Discovery of Attribute Inference Attacks Against Query-Based SystemsCode0
Dataset Distillation using Neural Feature RegressionCode0
Learning Robust and Privacy-Preserving Representations via Information TheoryCode0
Anonymisation Models for Text Data: State of the art, Challenges and Future DirectionsCode0
Learning to Anonymize Faces for Privacy Preserving Action DetectionCode0
Secure Aggregation is Not Private Against Membership Inference AttacksCode0
Feature-based Learning for Diverse and Privacy-Preserving Counterfactual ExplanationsCode0
RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data ManipulationCode0
Personalized Privacy-Preserving Framework for Cross-Silo Federated LearningCode0
Automated Privacy-Preserving Techniques via Meta-LearningCode0
RAPID: Retrieval Augmented Training of Differentially Private Diffusion ModelsCode0
Action Recognition for Privacy-Preserving Ambient Assisted LivingCode0
Disparate Impact on Group Accuracy of Linearization for Private InferenceCode0
Dataset Condensation Driven Machine UnlearningCode0
Arbitrary Decisions are a Hidden Cost of Differentially Private TrainingCode0
Dirichlet Mechanism for Differentially Private KL Divergence MinimizationCode0
Realistic Urban Traffic Generator using Decentralized Federated Learning for the SUMO simulatorCode0
Data Augmentation Techniques for Cross-Domain WiFi CSI-based Human Activity RecognitionCode0
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