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Optimizing the Effectiveness of Moving Target Defense in a ... - MDPI
...In this study, we consider a network scenario in which each node in the attack graph can deploy MTD technology. We aim to achieve MTD deployment effectiveness optimization (MTD-DO) in terms of minimizing the network security loss under a limited budget....
https://www.mdpi.com/2079-9292/13/19/3855
Optimizing the Effectiveness of Moving Target Defense in a ...
...In this study, we consider a network scenario in which each node in the attack graph can deploy MTD technology. We aim to achieve MTD deployment effectiveness optimization (MTD-DO) in......
https://www.researchgate.net/publication/384497256_Optimizing_the_Effectiveness_of_Moving_Target_Defense_in_a_Probabilistic_Attack_Graph_A_Deep_Reinforcement_Learning_Approach
Electronics | Free Full-Text | Optimizing the Effectiveness of Moving ...
...Li, Q.; Wu, J. Optimizing the Effectiveness of Moving Target Defense in a Probabilistic Attack Graph: A Deep Reinforcement Learning Approach. Electronics 2024, 13, 3855. https://doi.org/10.3390/electronics13193855....
https://www.mdpi.com/2079-9292/13/19/3855/notes
Optimizing the Effectiveness of Moving Target Defense in a ...
...An attack graph is capable of evaluating the balance between the effectiveness and cost of an MTD deployment. In this study, we consider a network scenario in which each node in the attack graph can deploy MTD technology....
https://www.semanticscholar.org/paper/Optimizing-the-Effectiveness-of-Moving-Target-in-a-Li-Wu/630b9928787b7586bf752f0b65cd62489e9932aa
Optimizing the Effectiveness of Moving Target - ProQuest
...Hence, it is highly challenging to identify an optimal setting in which to deploy the MTD and then maximize its defense effectiveness (e.g., minimizing attack success) under a limited budget....
https://www.proquest.com/docview/3116615605?pq-origsite=gscholar&fromopenview=true&sourcetype=Scholarly%20Journals
Optimizing the Effectiveness of Moving Target Defense in a ...
...Hence, it is highly challenging to identify an optimal setting in which to deploy the MTD and then maximize its defense effectiveness (e.g., minimizing attack success) under a limited budget....
https://www.thefreelibrary.com/Optimizing+the+Effectiveness+of+Moving+Target+Defense+in+a...-a0813078511
Adaptive risk analysis framework for network-Level moving target ...
...Evaluation across multiple network topologies demonstrates that MTD effectiveness degrades by up to 73% as adversarial sophistication increases, but ARA-based optimization recovers 27% of lost robustness while maintaining tail-risk below 5%....
https://www.sciencedirect.com/science/article/pii/S0167404826000660
Exploring and Optimizing Moving Target Defense Strategies Using ...
...Moving Target Defense (MTD) strategies aim to reduce attack surfaces via dynamic system reconfiguration. In this paper, we advance a reinforcement learning (RL)-based approach to optimize MTD strategies in distributed microservice environments....
https://dl.acm.org/doi/full/10.1145/3773274.3774669
Multi-agent Simulation and Reinforcement Learning to Optimize Moving ...
...In this work, we propose a framework for optimizing MTD strategies, leveraging reinforcement learning (RL) and a cybersecurity simulation environment (named CybORG-MTD), to train defensive agents....
https://link.springer.com/chapter/10.1007/978-3-032-00627-1_15
Topology switching-based moving target defense against false data ...
...In this paper, a moving target defense (MTD) method based on topology switching (TS) actions is proposed to overcome FDIAs. Specifically, we investigated the feasibility of proactive defense via TS actions, which reconfigured the topology via busbar switching....
https://www.sciencedirect.com/science/article/pii/S0142061524005738
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