1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CR2023
Adversarial Deep Reinforcement Learning for Cyber Security in Software Defined Networks
Luke Borchjes, Clement Nyirenda, Louise Leenen
This paper focuses on the impact of leveraging autonomous offensive approaches in Deep Reinforcement Learning (DRL) to train more robust agents by exploring the impact of applying…
cs.AI2022★ 1 cited
Model-Free Deep Reinforcement Learning in Software-Defined Networks
Luke Borchjes, Clement Nyirenda, Louise Leenen
This paper compares two deep reinforcement learning approaches for cyber security in software defined networking. Neural Episodic Control to Deep Q-Network has been implemented and…