dual-grp/FedPCA_AnomalyDetection
FedPCA Anomaly Detection
Code release for federated PCA on Grassmann manifold for anomaly detection, associated with the ToN 2024 work.
- Python
- Federated PCA
- Anomaly detection
Open research
Code for reproducible systems.
Explore implementations and research artifacts from DUAL work in federated learning, distributed optimization, anomaly detection, and efficient AI systems.
GitHub organization
dual-grp
The DUAL Group maintains its public research code and project repositories in one shared organization.
Selected repositories
Research code from the group.
dual-grp/FedPCA_Abnormal_Detection
FedPCA Abnormal Detection
Code release for federated PCA on Grassmann manifold for anomaly detection in IoT networks, associated with INFOCOM 2023.
- Python
- IoT networks
- FedPCA
dual-grp/FeDEQ
FeDEQ
Federated deep equilibrium learning code for compact global representations and personalized federated learning.
- Python
- Federated learning
- Personalization
dual-grp/FedU_FMTL
FedU FMTL
Federated multitask learning implementation using Laplacian regularization and FedU-style optimization.
- Python
- Multitask learning
- Optimization
dual-grp/pFedMe
pFedMe
Personalized federated learning with Moreau envelopes for learning under statistical heterogeneity.
- Python
- Personalized FL
- Moreau envelopes
dual-grp/FedKO
FedKO
Research code for Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection.
- Python
- Federated learning
- Active