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20232026
most citedSecure Deep Reinforcement Learning for Dynamic Resource Allocation in Wireless MEC Networks

27 citations · 28 across the 6 of their papers we have counts for

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2 papers · 1 filter

cs.IT2023

Graph Neural Network-Based Bandwidth Allocation for Secure Wireless Communications

Xin Hao, Phee Lep Yeoh, Yuhong Liu +3

This paper designs a graph neural network (GNN) to improve bandwidth allocations for multiple legitimate wireless users transmitting to a base station in the presence of an eavesdr…

cs.LG2023★ 27 cited

Secure Deep Reinforcement Learning for Dynamic Resource Allocation in Wireless MEC Networks

Xin Hao, Phee Lep Yeoh, Changyang She +2

This paper proposes a blockchain-secured deep reinforcement learning (BC-DRL) optimization framework for {data management and} resource allocation in decentralized {wireless mobile…