MADNI, HUSSAIN AHMAD
MADNI, HUSSAIN AHMAD
DMIF - DIPARTIMENTO DI SCIENZE MATEMATICHE, INFORMATICHE E FISICHE
Blockchain-Based Swarm Learning for the Mitigation of Gradient Leakage in Federated Learning
2023-01-01 Madni, H. A.; Umer, R. M.; Foresti, G. L.
Data and Model Privacy in Cloud Computing using Federated Learning
2025-07-01 Madni, Hussain Ahmad
Federated Learning for Data and Model Heterogeneity in Medical Imaging
2024-01-01 Madni, H. A.; Umer, R. M.; Foresti, G. L.
FL-W3S: Cross-domain federated learning for weakly supervised semantic segmentation of white blood cells
2025-01-01 Madni, H. A.; Umer, R. M.; Zottin, S.; Marr, C.; Foresti, G. L.
FsBAD: Data-efficient feature reconstruction for few-shot brain anomaly detection
2026-01-01 Madni, Hussain Ahmad; Shujat, Hafsa; De Nardin, Axel; Zottin, Silvia; Foresti, Gian Luca
Mitigating Data Scarcity in Cancer Classification with Synthetic Data
2026-01-01 Madni, H. A.; Shujat, H.; Zottin, S.; De Nardin, A.; Foresti, G. L.
MOSAIC: Maximizing out-of-distribution sensitivity via aligned image classification
2026-01-01 Madni, H. A.; Umer, R. M.; Marr, C.; Foresti, G. L.
Robust Federated Learning for Heterogeneous Model and Data
2024-01-01 Madni, H. A.; Umer, R. M.; Foresti, G. L.
Semantic-Aware Semi-Supervised Systematic Segmentation for Brain Magnetic Resonance Image
2026-01-01 Madni, H. A.; Zottin, S.; Nardin, A. D.; Umer, R. M.; Foresti, G. L.
Swarm-FHE: Fully Homomorphic Encryption-based Swarm Learning for Malicious Clients
2023-01-01 Madni, H. A.; Umer, R. M.; Foresti, G. L.
Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels
2025-01-01 Madni, Hussain Ahmad; Shujat, Hafsa; De Nardin, Axel; Zottin, Silvia; Foresti, Gian Luca