Publications
- 2026Computationally Efficient Anomaly Detection and Exclusion for Practical and Robust Federated Learning
56th Annual IEEE International Conference on Dependable Systems and Networks (DSN)
- 2026How to Improve Federated Learning in Consumer Applications? Detect and Exclude Bad Clients
IEEE 23rd Consumer Communications & Networking Conference (CCNC)
- 2026
- 2025KISS: Knowledge Integration System Service for ML End Attacks Detection and Classification
IEEE Transactions on Dependable and Secure Computing
- 2025MADE-PI: Framework for Effective Anomaly Detection in Federated Learning Applications
International Conference on Machine Learning and Applications (ICMLA)
- 2024Federated Learning Robustness on Real World Data in Intelligent Transportation Systems
ASIA '24 · 19th Annual Symposium on Information Assurance · Albany, NY
- 2024Trust-Based Anomaly Detection in Federated Edge Learning
IEEE AIIoT 2024
Projects
- InteFL
Knowledge Management Framework for Federated Learning