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Privacy Preserving

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Showing 1101–1150 of 2975 papers

TitleStatusHype
Privacy-Preserving Aggregation for Decentralized Learning with Byzantine-Robustness—0
On the Federated Learning Framework for Cooperative Perception—0
Privacy-Preserving Statistical Data Generation: Application to Sepsis Detection—0
Brain Storm Optimization Based Swarm Learning for Diabetic Retinopathy Image Classification—0
Blind Federated Learning without initial model—0
Private Optimal Inventory Policy Learning for Feature-based Newsvendor with Unknown Demand—0
G3R: Generating Rich and Fine-grained mmWave Radar Data from 2D Videos for Generalized Gesture Recognition—0
MultiConfederated Learning: Inclusive Non-IID Data handling with Decentralized Federated Learning—0
PATE-TripleGAN: Privacy-Preserving Image Synthesis with Gaussian Differential Privacy—0
Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning—0
Centralized vs. Decentralized Multi-Agent Reinforcement Learning for Enhanced Control of Electric Vehicle Charging Networks—0
FedEGG: Federated Learning with Explicit Global Guidance—0
FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom—0
Privacy-Preserving UCB Decision Process Verification via zk-SNARKs—0
Clipped SGD Algorithms for Performative Prediction: Tight Bounds for Clipping Bias and Remedies—0
A Federated Learning Approach to Privacy Preserving Offensive Language Identification—0
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications—0
Personalized Federated Learning via StackingCode0
Privacy-Enhanced Training-as-a-Service for On-Device Intelligence: Concept, Architectural Scheme, and Open Problems—0
Noiseless Privacy-Preserving Decentralized LearningCode0
Privacy-Preserving Intrusion Detection using Convolutional Neural Networks—0
SpamDam: Towards Privacy-Preserving and Adversary-Resistant SMS Spam DetectionCode0
FedCCL: Federated Dual-Clustered Feature Contrast Under Domain Heterogeneity—0
Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation—0
Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data—0
Improving Multi-Center Generalizability of GAN-Based Fat Suppression using Federated Learning—0
The Sandwich meta-framework for architecture agnostic deep privacy-preserving transfer learning for non-invasive brainwave decoding—0
Differentially Private GANs for Generating Synthetic Indoor Location Data—0
Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models—0
Privacy Preserving Prompt Engineering: A Survey—0
Privacy-Preserving Deep Learning Using Deformable Operators for Secure Task LearningCode0
Sensing-Resistance-Oriented Beamforming for Privacy Protection from ISAC Devices—0
PlateSegFL: A Privacy-Preserving License Plate Detection Using Federated Segmentation Learning—0
Exploring Lightweight Federated Learning for Distributed Load Forecasting—0
Gaussian-Smoothed Sliced Probability Divergences—0
Robust Federated Learning for Wireless Networks: A Demonstration with Channel Estimation—0
Deep Privacy Funnel Model: From a Discriminative to a Generative Approach with an Application to Face Recognition—0
Can LLMs get help from other LLMs without revealing private information?—0
Addressing Heterogeneity in Federated Load Forecasting with Personalization Layers—0
Privacy-preserving Optics for Enhancing Protection in Face De-identification—0
DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering—0
Robust Federated Contrastive Recommender System against Model Poisoning Attack—0
Homomorphic WiSARDs: Efficient Weightless Neural Network training over encrypted data—0
Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning—0
MAPL: Model Agnostic Peer-to-peer LearningCode0
Privacy-Preserving Distributed Nonnegative Matrix Factorization—0
Empowering Data Mesh with Federated LearningCode0
Hawk: Accurate and Fast Privacy-Preserving Machine Learning Using Secure Lookup Table Computation—0
Secure Aggregation is Not Private Against Membership Inference AttacksCode0
FLIGAN: Enhancing Federated Learning with Incomplete Data using GAN—0
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