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Privacy Preserving

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Showing 1301–1350 of 2975 papers

TitleStatusHype
Privacy-preserving transactive energy systems: Key topics and open research challenges—0
PPIDSG: A Privacy-Preserving Image Distribution Sharing Scheme with GAN in Federated LearningCode0
Dynamic Heterogeneous Federated Learning with Multi-Level Prototypes—0
A Distributed Privacy Preserving Model for the Detection of Alzheimer's Disease—0
Detection and Defense of Unlearnable ExamplesCode0
Privacy-Preserving Distributed Optimisation using Stochastic PDMM—0
Efficient Cross-Domain Federated Learning by MixStyle Approximation—0
Federated Learning Empowered by Generative Content—0
Privacy Preserving Multi-Agent Reinforcement Learning in Supply Chains—0
The Inadequacy of Similarity-based Privacy Metrics: Privacy Attacks against "Truly Anonymous" Synthetic Datasets—0
A Privacy-Preserving Framework for Cloud-Based HVAC Control—0
ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation—0
Topology-Based Reconstruction Prevention for Decentralised Learning—0
On the Impact of Multi-dimensional Local Differential Privacy on FairnessCode0
Privacy-preserving quantum federated learning via gradient hiding—0
Do Not DeepFake Me: Privacy-Preserving Neural 3D Head Reconstruction Without Sensitive Images—0
FedGeo: Privacy-Preserving User Next Location Prediction with Federated Learning—0
Hot PATE: Private Aggregation of Distributions for Diverse Task—0
FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature AugmentationCode0
Federated Learning is Better with Non-Homomorphic Encryption—0
PROFL: A Privacy-Preserving Federated Learning Method with Stringent Defense Against Poisoning Attacks—0
PAC Privacy Preserving Diffusion Models—0
Here Is Not There: Measuring Entailment-Based Trajectory Similarity for Location-Privacy Protection and Beyond—0
zkDFL: An efficient and privacy-preserving decentralized federated learning with zero-knowledge proof—0
Hashmarks: Privacy-Preserving Benchmarks for High-Stakes AI Evaluation—0
FedEmb: A Vertical and Hybrid Federated Learning Algorithm using Network And Feature Embedding Aggregation—0
Grounding Foundation Models through Federated Transfer Learning: A General Framework—0
Privacy and Accuracy Implications of Model Complexity and Integration in Heterogeneous Federated LearningCode0
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated LearningCode0
Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data SynthesisCode0
Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation—0
Hide Your Model: A Parameter Transmission-free Federated Recommender SystemCode0
ARIA: On the Interaction Between Architectures, Initialization and Aggregation Methods for Federated Visual ClassificationCode0
Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks—0
DP-NMT: Scalable Differentially-Private Machine TranslationCode0
A Blockchain Solution for Collaborative Machine Learning over IoT—0
PrivateLoRA For Efficient Privacy Preserving LLM—0
Privacy-Preserving Algorithmic Recourse—0
Enigma: Privacy-Preserving Execution of QAOA on Untrusted Quantum Computers—0
A Theoretical Insight into Attack and Defense of Gradient Leakage in Transformer—0
FedCPC: An Effective Federated Contrastive Learning Method for Privacy Preserving Early-Stage Alzheimer's Speech Detection—0
Privacy-Preserving Load Forecasting via Personalized Model Obfuscation—0
Zero redundancy distributed learning with differential privacy—0
Exploring Machine Learning Models for Federated Learning: A Review of Approaches, Performance, and Limitations—0
GhostVec: A New Threat to Speaker Privacy of End-to-End Speech Recognition System—0
Environment-independent mmWave Fall Detection with Interacting Multiple Model—0
Scalable Federated Learning for Clients with Different Input Image Sizes and Numbers of Output Categories—0
Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption—0
Resource-Aware Hierarchical Federated Learning for Video Caching in Wireless Networks—0
pFedES: Model Heterogeneous Personalized Federated Learning with Feature Extractor Sharing—0
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