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Privacy Preserving

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Showing 1326–1350 of 2975 papers

TitleStatusHype
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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