Private and Secure Machine Learning in Wireless Mobile Communication

SP Sanon, JNA Tetteh, R Reddy… - 2023 IEEE Future …, 2023 - ieeexplore.ieee.org
As wireless mobile communication continues to evolve, the demand for efficient and
accurate Machine Learning (ML) models to manage different use cases has grown sub …

DDoS Attacks in Communication: Analysis and Mitigation of Unreliable Clients in Federated Learning

SP Sanon, R Reddy, C Lipps… - 2024 IEEE 21st …, 2024 - ieeexplore.ieee.org
In communication, network traffic prediction is the process of forecasting future network traffic
based on historical data. This information can be used to improve network quality, optimize …

Preserving Privacy in the Age of Wireless Evolution: Differential Privacy in 5G, Beyond 5G, and 6G

SP Sanon, C Lipps, HD Schotten - … International Conference on …, 2023 - ieeexplore.ieee.org
As wireless communication continues its rapid evolution into the context of 5G, Beyond 5G,
and the anticipated 6G, the demand for seamless connectivity and data-driven services is …