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Privacy Preserving

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Showing 1351–1400 of 2975 papers

TitleStatusHype
Learning Human Action Recognition Representations Without Real HumansCode0
The Paradox of Noise: An Empirical Study of Noise-Infusion Mechanisms to Improve Generalization, Stability, and Privacy in Federated Learning—0
On the security of randomly transformed quadratic programs for privacy-preserving cloud-based control—0
Edge-assisted U-Shaped Split Federated Learning with Privacy-preserving for Internet of Things—0
Anonymizing medical case-based explanations through disentanglement—0
Federated Learning for Clinical Structured Data: A Benchmark Comparison of Engineering and Statistical Approaches—0
Communication Efficient and Privacy-Preserving Federated Learning Based on Evolution StrategiesCode0
Differentially Private Pre-Trained Model Fusion using Decentralized Federated Graph Matching—0
Cooperative Network Learning for Large-Scale and Decentralized GraphsCode0
Privacy-preserving design of graph neural networks with applications to vertical federated learning—0
A Comprehensive Study on Model Initialization Techniques Ensuring Efficient Federated Learning—0
Privacy-preserving Federated Primal-dual Learning for Non-convex and Non-smooth Problems with Model Sparsification—0
Privacy-Preserving Federated Learning over Vertically and Horizontally Partitioned Data for Financial Anomaly Detection—0
Empathy Detection from Text, Audiovisual, Audio or Physiological Signals: A Systematic Review of Task Formulations and Machine Learning MethodsCode0
Decentralised, Scalable and Privacy-Preserving Synthetic Data Generation—0
RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data ManipulationCode0
α-Mutual Information: A Tunable Privacy Measure for Privacy Protection in Data Sharing—0
Privacy-preserving Representation Learning for Speech Understanding—0
PockEngine: Sparse and Efficient Fine-tuning in a Pocket—0
How Robust is Federated Learning to Communication Error? A Comparison Study Between Uplink and Downlink Channels—0
FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning—0
Privately Aligning Language Models with Reinforcement Learning—0
Facial Data Minimization: Shallow Model as Your Privacy Filter—0
On the Inherent Privacy Properties of Discrete Denoising Diffusion Models—0
Λ-Split: A Privacy-Preserving Split Computing Framework for Cloud-Powered Generative AICode0
B^2SFL: A Bi-level Blockchained Architecture for Secure Federated Learning-based Traffic Prediction—0
ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease—0
Context-Aware Prediction of User Engagement on Online Social Platforms—0
DePAint: A Decentralized Safe Multi-Agent Reinforcement Learning Algorithm considering Peak and Average ConstraintsCode0
Data-Free Distillation Improves Efficiency and Privacy in Federated Thorax Disease Analysis—0
Blind quantum machine learning with quantum bipartite correlator—0
Recoverable Privacy-Preserving Image Classification through Noise-like Adversarial ExamplesCode0
A Cautionary Tale: On the Role of Reference Data in Empirical Privacy Defenses—0
Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation—0
Disentangling the Linguistic Competence of Privacy-Preserving BERT—0
Privacy-Preserving Graph Embedding based on Local Differential PrivacyCode0
Optimized Layerwise Approximation for Efficient Private Inference on Fully Homomorphic Encryption—0
Federated Battery Diagnosis and Prognosis—0
Wasm-iCARE: a portable and privacy-preserving web module to build, validate, and apply absolute risk modelsCode0
Privacy-Preserving Encrypted Low-Dose CT Denoising—0
Addressing the cold start problem in privacy preserving content-based recommender systems using hypercube graphs—0
RaftFed: A Lightweight Federated Learning Framework for Vehicular Crowd Intelligence—0
Histopathological Image Classification and Vulnerability Analysis using Federated Learning—0
Exploring adversarial attacks in federated learning for medical imaging—0
Federated Quantum Machine Learning with Differential Privacy—0
Federated Learning with Reduced Information Leakage and ComputationCode0
Towards Scalable Wireless Federated Learning: Challenges and Solutions—0
A privacy-preserving method using secret key for convolutional neural network-based speech classification—0
Quantized Transformer Language Model Implementations on Edge Devices—0
V2X Cooperative Perception for Autonomous Driving: Recent Advances and Challenges—0
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