| 2025-05-23 |
Federated Causal Inference from Multi-Site Observational Data via Propensity Score Aggregation |
Khellaf Rémi et.al. |
2505.17961v1 |
null |
| 2025-05-22 |
Secure and Private Federated Learning: Achieving Adversarial Resilience through Robust Aggregation |
Kun Yang et.al. |
2505.17226v1 |
null |
| 2025-05-22 |
Redefining Clustered Federated Learning for System Identification: The Path of ClusterCraft |
Ertuğrul Keçeci et.al. |
2505.16857v1 |
null |
| 2025-05-22 |
ATR-Bench: A Federated Learning Benchmark for Adaptation, Trust, and Reasoning |
Tajamul Ashraf et.al. |
2505.16850v1 |
null |
| 2025-05-22 |
Data-Driven Breakthroughs and Future Directions in AI Infrastructure: A Comprehensive Review |
Beyazit Bestami Yuksel et.al. |
2505.16771v1 |
null |
| 2025-05-22 |
WikiDBGraph: Large-Scale Database Graph of Wikidata for Collaborative Learning |
Zhaomin Wu et.al. |
2505.16635v1 |
null |
| 2025-05-22 |
From Local Patterns to Global Understanding: Cross-Stock Trend Integration for Enhanced Predictive Modeling |
Yi Hu et.al. |
2505.16573v1 |
null |
| 2025-05-22 |
Performance Guaranteed Poisoning Attacks in Federated Learning: A Sliding Mode Approach |
Huazi Pan et.al. |
2505.16403v1 |
null |
| 2025-05-22 |
Privacy-Aware Cyberterrorism Network Analysis using Graph Neural Networks and Federated Learning |
Anas Ali et.al. |
2505.16371v1 |
null |
| 2025-05-22 |
Enhancing Federated Survival Analysis through Peer-Driven Client Reputation in Healthcare |
Navid Seidi et.al. |
2505.16190v1 |
null |
| 2025-05-22 |
Multimodal Online Federated Learning with Modality Missing in Internet of Things |
Heqiang Wang et.al. |
2505.16138v1 |
null |
| 2025-05-21 |
Spectroscopic study of globular and fuzzy clusters in Lenticular galaxy NGC 1023 |
Miguel A. López-Santamaría et.al. |
2505.16075v1 |
null |
| 2025-05-21 |
A Federated Splitting Framework for LLMs: Security, Efficiency, and Adaptability |
Zishuai Zhang et.al. |
2505.15683v1 |
link |
| 2025-05-21 |
Federated Learning with Unlabeled Clients: Personalization Can Happen in Low Dimensions |
Hossein Zakerinia et.al. |
2505.15579v1 |
null |
| 2025-05-21 |
Federated Learning-Enhanced Blockchain Framework for Privacy-Preserving Intrusion Detection in Industrial IoT |
Anas Ali et.al. |
2505.15376v1 |
null |
| 2025-05-21 |
Distributionally Robust Federated Learning with Client Drift Minimization |
Mounssif Krouka et.al. |
2505.15371v1 |
null |
| 2025-05-21 |
Reliable Vertical Federated Learning in 5G Core Network Architecture |
Mohamad Mestoukirdi et.al. |
2505.15244v1 |
link |
| 2025-05-21 |
EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression |
Tong Cheng et.al. |
2505.15140v1 |
null |
| 2025-05-21 |
A Survey On Secure Machine Learning |
Taobo Liao et.al. |
2505.15124v1 |
null |
| 2025-05-20 |
Efficient Privacy-Preserving Cross-Silo Federated Learning with Multi-Key Homomorphic Encryption |
Abdullah Al Omar et.al. |
2505.14797v1 |
null |
| 2025-05-20 |
Deep Learning-Based Forecasting of Boarding Patient Counts to Address ED Overcrowding |
Orhun Vural et.al. |
2505.14765v1 |
null |
| 2025-05-20 |
Keeping in Place After the Storm-Emergency Assistance and Evictions |
Bilal Islah et.al. |
2505.14548v1 |
null |
| 2025-05-20 |
Federated prediction for scalable and privacy-preserved knowledge-based planning in radiotherapy |
Jingyun Chen et.al. |
2505.14507v1 |
null |
| 2025-05-20 |
Path-integral molecular dynamics with actively-trained and universal machine learning force fields |
A. A. Solovykh et.al. |
2505.14245v1 |
null |
| 2025-05-20 |
Federated learning in low-resource settings: A chest imaging study in Africa -- Challenges and lessons learned |
Jorge Fabila et.al. |
2505.14217v1 |
null |
| 2025-05-20 |
Personalized Bayesian Federated Learning with Wasserstein Barycenter Aggregation |
Ting Wei et.al. |
2505.14161v1 |
null |
| 2025-05-20 |
Non-monotonic dependence of $T_c$ on the c axis compression in the HTSC cuprate La$_{2-x}$Sr$_x$CuO$_4$ |
I. A. Makarov et.al. |
2505.14048v1 |
null |
| 2025-05-20 |
FedGraM: Defending Against Untargeted Attacks in Federated Learning via Embedding Gram Matrix |
Di Wu et.al. |
2505.14024v1 |
null |
| 2025-05-19 |
New insight into the variability of the Be star $π$ Aquarii: Determination of stellar and disk parameters |
D. Concha et.al. |
2505.13700v1 |
null |
| 2025-05-19 |
Optimal Client Sampling in Federated Learning with Client-Level Heterogeneous Differential Privacy |
Jiahao Xu et.al. |
2505.13655v1 |
null |