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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
Advances in Robust Federated Learning: Heterogeneity Considerations—0
The Effect of Quantization in Federated Learning: A Rényi Differential Privacy Perspective—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
Scalable Vertical Federated Learning via Data Augmentation and Amortized Inference—0
IPFed: Identity protected federated learning for user authentication—0
Federated Graph Condensation with Information Bottleneck Principles—0
A2-DIDM: Privacy-preserving Accumulator-enabled Auditing for Distributed Identity of DNN Model—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
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