Between Close Enough to Reveal and Far Enough to Protect - A New Privacy Region for Correlated Data
2025 IEEE Information Theory Workshop (ITW)
2025
ProDiGy: Proximity- and Dissimilarity-Based Byzantine-Robust Federated Learning
3rd IEEE International Conference on Federated Learning Technologies and Applications (FLTA25)
2025
Byzantine-Resilient Gradient Coding Through Local Gradient Computations
IEEE Transactions on Information Theory
2025
71
4
3142-3156
Federated One-Shot Learning With Data Privacy and Objective-Hiding
IEEE Transactions on Information Forensics and Security
2025
20
5166-5180
Private Aggregation in Hierarchical Wireless Federated Learning with Partial and Full Collusion
IEEE Transactions on Information Theory
2025
1-1
Scalable and Reliable Over-the-Air Federated Edge Learning
3932-3937
GLOBECOM 2024 - 2024 IEEE Global Communications Conference
IEEE
2024
Achieving DNA Labeling Capacity with Minimum Labels through Extremal de Bruijn Subgraphs
452-457
2024 IEEE International Symposium on Information Theory (ISIT)
IEEE
2024
Self-Duplicating Random Walks for Resilient Decentralized Learning on Graphs
2960-2965
GLOBECOM 2024 - 2024 IEEE Global Communications Conference
IEEE
2024
Interactive Byzantine-Resilient Gradient Coding for General Data Assignments
3273-3278
2024 IEEE International Symposium on Information Theory (ISIT)
IEEE
2024
Capacity-Maximizing Input Symbol Selection for Discrete Memoryless Channels
723-728
2024 IEEE International Symposium on Information Theory (ISIT)
IEEE
2024