Security of federated learning in 6G era: A review on conceptual techniques and software platforms used for research and analysis
Federated Learning (FL) is an emerging Artificial Intelligence (AI) paradigm enabling
multiple parties to train a model collaboratively without sharing their data. With the upcoming …
multiple parties to train a model collaboratively without sharing their data. With the upcoming …
Security in Federated Learning Enabled 6g Era: A Review on Conceptual Techniques and Software Platforms Used for Research and Analysis
SHA Kazmi, F Qamar, R Hassan, K Nisar… - Available at SSRN …, 2024 - papers.ssrn.com
Federated Learning (FL) is an emerging Artificial Intelligence (AI) paradigm that enables
multiple parties to collaboratively train a model without sharing their data. With the upcoming …
multiple parties to collaboratively train a model without sharing their data. With the upcoming …
[HTML][HTML] Power optimization in multi-tier heterogeneous networks using genetic algorithm
The Internet of Things (IoT) connects numerous sensor nodes and devices, resulting in an
increase in the bandwidth and data rates. However, this has led to a surge in data-hungry …
increase in the bandwidth and data rates. However, this has led to a surge in data-hungry …
SLFL: A Server-Less Federated Learning Framework in Software Defined UAV Networks
The unique characteristics of Unmanned Aerial Vehicle (UAV) networks, including limited
resources, dynamic topology, and heterogeneity, pose significant challenges for integration …
resources, dynamic topology, and heterogeneity, pose significant challenges for integration …
Success Probability and Spectral Efficiency Estimation Using Successive Interference Cancellation for B5G Network
This research paper investigates the examination of Successive Interference Cancellation
(SIC) implementation within ultra-dense 5G networks. The study focuses on the theoretical …
(SIC) implementation within ultra-dense 5G networks. The study focuses on the theoretical …
Exploring the technical advances and limits of Autonomous UAVs for Precise Agriculture in Constrained Environments
In the field of precise agriculture with autonomous unmanned aerial vehicles (UAVs), the
utilization of drones holds significant potential to transform crop monitoring, management …
utilization of drones holds significant potential to transform crop monitoring, management …
Multi-antenna Arrays Based Massive-MIMO for B5G/6G: State-of-the-Art, Challenges and Future Research Directions
This comprehensive article explores Massive MIMO (M-MIMO) design and its associated
concepts, focusing on the seamless integration requirements for Beyond 5G (B5G) and 6G …
concepts, focusing on the seamless integration requirements for Beyond 5G (B5G) and 6G …