Defense strategy selection model based on multistage evolutionary game theory

Y Liu, H Chen, H Zhang, X Liu - Security and Communication …, 2021 - Wiley Online Library
Evolutionary game theory is widely applied in network attack and defense. The existing
network attack and defense analysis methods based on evolutionary games adopt the …

Markov evolutionary games for network defense strategy selection

J Huang, H Zhang, J Wang - IEEE Access, 2017 - ieeexplore.ieee.org
Since the characteristics of opposite objectives, non-cooperation relationship, and
dependent strategies of network attack and defense are highly consistent with game theory …

Optimal network defense strategy selection method based on evolutionary network game

X Liu, H Zhang, Y Zhang, L Shao - Security and …, 2020 - Wiley Online Library
The basic hypothesis of evolutionary game theory is that the players in the game possess
limited rationality. The interactive behavior of players can be described by a learning …

Network defense strategy selection based on best-response dynamic evolutionary game model

J Huang, J Wang, H Zhang… - 2017 IEEE 2nd Advanced …, 2017 - ieeexplore.ieee.org
Since traditional game theory applying to network attack and defense has the restriction of
complete rational, we establish non-cooperative evolutionary game model of network attack …

Optimal Decision‐Making Approach for Cyber Security Defense Using Game Theory and Intelligent Learning

Y Zhang, J Liu - Security and Communication Networks, 2019 - Wiley Online Library
Existing approaches of cyber attack‐defense analysis based on stochastic game adopts the
assumption of complete rationality, but in the actual cyber attack‐defense, it is difficult for …

[HTML][HTML] Evolutionary game decision-making method for network attack and defense based on regret minimization algorithm

H Jin, S Zhang, B Zhang, S Dong, X Liu… - Journal of King Saud …, 2023 - Elsevier
In view of the differences and limitations of the cognitive abilities of both sides of network
security attack and defense, the current network defense decision-making methods using …

Optimal network defense strategy selection based on incomplete information evolutionary game

H Hu, Y Liu, H Zhang, R Pan - IEEE Access, 2018 - ieeexplore.ieee.org
The issue of selecting the optimal defense strategy in the dynamic adversarial network is
difficult. To solve this problem, we start from the realistic bounded rationality of both the …

A Generic Approach for Network Defense Strategies Generation Based on Evolutionary Game Theory

L Liu, C Tang, L Zhang, S Liao - Information Sciences, 2024 - Elsevier
The generation of optimal defense strategies in dynamic adversarial environments is crucial
for cybersecurity. Recently, defense approaches based on evolutionary game theory have …

Markov differential game for network defense decision-making method

S Huang, H Zhang, J Wang, J Huang - IEEE Access, 2018 - ieeexplore.ieee.org
While network attack and defense are experiencing a rapid change, the current research
achievements of network security based on traditional game theory fail to characterize the …

Attack-defense differential game model for network defense strategy selection

H Zhang, LV Jiang, S Huang, J Wang, Y Zhang - IEEE Access, 2018 - ieeexplore.ieee.org
The existing game-theoretic approaches for network security problems mostly use the static
game or the multi-stage dynamic game. However, these researches can not meet the …