Deep Resilience for Multifaceted Federated Learning in Internet-of-Everything
Topic
Grant
- Sponsor: Commonwealth Cyber Initiative (CCI)
- Dates: 12/25/2021-12/24/2022
- Total: $125K
- Share: $35K
Objective
Explore and analyze new attacks from the emerging Internet-of-Everything environments in deploying federated learning and developing defense mechanisms to detect and mitigate those new attacks.
Team
- PI: J. Cho, Co-PI’s: H. Eldardiry and H. Wu
Publication
[c1] Resource-Efficient Federated Training Framework for Heterogeneous and Resource-Constrained Environments
H. Desai, A. Hilal, and H. Eldardiry
International Conference on Parallel & Distributed Processing Techniques & Applications 2024
