Research simulation exploring how poisoning attacks corrupt federated learning aggregation
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May 25, 2026 - Python
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federated-learning-research
Here are 5 public repositories matching this topic...
The repository focuses on conducting Federated Learning experiments using the Intel OpenFL framework with diverse machine learning models, utilizing image and tabular datasets, applicable different domains like medicine, banking etc.
python machine-learning deep-learning image-classification distributed-optimization privacy-enhancing-technologies machine-learning-models federated-learning distributed-learning privacy-preserving-machine-learning neuroblastoma custom-aggregation-function medical-image-classification horizontal-federated-learning intel-openfl tabular-data-analysis collaborative-machine-learning cross-silo-federated-learning federated-learning-research federated-learning-algorithms
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Jan 4, 2024 - Jupyter Notebook
Official implementation of "FedBand: Adaptive Federated Learning Under Strict Bandwidth Constraints"
compression deep-learning pytorch adaptive federated-learning federated-optimization federated-learning-research communication-efficient-fl bandwidth-constraints sparse-updates icccn-2025 federated-compression
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Nov 26, 2025 - Python
Federated learning for wearable stress detection. Adds differential privacy, homomorphic encryption, and device authentication on top, so no one's raw data or their participation in the study ever leaves their device.
homomorphic-encryption differential-privacy federated-learning machine-learning-security privacy-preserving-machine-learning zero-knowledge-proofs iomt wearable-sensors federated-learning-algorithm federated-learning-framework healthcare-ai federated-learning-research wesad-dataset
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Jul 21, 2026 - Python
Privacy-preserving federated learning system combining ECG and clinical data for cardiac risk prediction — 98.05% accuracy via an interpretable meta-ensemble with reliability-based weighting.
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Jul 12, 2026 - Jupyter Notebook
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