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Privacy Preserving

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Showing 851–900 of 2975 papers

TitleStatusHype
Air Signing and Privacy-Preserving Signature Verification for Digital DocumentsCode0
Dealing Doubt: Unveiling Threat Models in Gradient Inversion Attacks under Federated Learning, A Survey and Taxonomy—0
The Effect of Quantization in Federated Learning: A Rényi Differential Privacy Perspective—0
Advances in Robust Federated Learning: Heterogeneity Considerations—0
Byzantine-Resilient Secure Aggregation for Federated Learning Without Privacy Compromises—0
Differentially Private Federated Learning: A Systematic Review—0
Mitigating federated learning contribution allocation instability through randomized aggregation—0
Navigating the Future of Federated Recommendation Systems with Foundation Models—0
Privacy-Preserving Edge Federated Learning for Intelligent Mobile-Health SystemsCode0
An Inversion-based Measure of Memorization for Diffusion ModelsCode0
Communication-efficient and Differentially-private Distributed Nash Equilibrium Seeking with Linear Convergence—0
Federated Adaptation for Foundation Model-based RecommendationsCode1
A2-DIDM: Privacy-preserving Accumulator-enabled Auditing for Distributed Identity of DNN Model—0
Federated Graph Condensation with Information Bottleneck Principles—0
Scalable Vertical Federated Learning via Data Augmentation and Amortized Inference—0
IPFed: Identity protected federated learning for user authentication—0
Differentially Private Federated Learning without Noise Addition: When is it Possible?—0
The Federation Strikes Back: A Survey of Federated Learning Privacy Attacks, Defenses, Applications, and Policy Landscape—0
GI-SMN: Gradient Inversion Attack against Federated Learning without Prior Knowledge—0
MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical ReasoningCode1
FastLloyd: Federated, Accurate, Secure, and Tunable k-Means Clustering with Differential PrivacyCode0
1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential PrivacyCode0
Enhancing Mutual Trustworthiness in Federated Learning for Data-Rich Smart Cities—0
Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning—0
A Universal Metric of Dataset Similarity for Cross-silo Federated LearningCode0
Privacy-Preserving Aggregation for Decentralized Learning with Byzantine-Robustness—0
Privacy-Preserving, Dropout-Resilient Aggregation in Decentralized Learning—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
SynthEval: A Framework for Detailed Utility and Privacy Evaluation of Tabular Synthetic DataCode1
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
Towards Multi-modal Transformers in Federated LearningCode1
FedEGG: Federated Learning with Explicit Global Guidance—0
Privacy-Preserving UCB Decision Process Verification via zk-SNARKs—0
FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom—0
Clipped SGD Algorithms for Performative Prediction: Tight Bounds for Clipping Bias and Remedies—0
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications—0
A Federated Learning Approach to Privacy Preserving Offensive Language Identification—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
SpamDam: Towards Privacy-Preserving and Adversary-Resistant SMS Spam DetectionCode0
Privacy-Preserving Intrusion Detection using Convolutional Neural Networks—0
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