19、攻防博弈的模拟与博弈论分析

攻防博弈的模拟与博弈论分析

1. 模拟过程

1.1 算法描述

以下是模拟过程的算法：

# Algorithm 1. Simulation procedure
for s in {0.1, 0.2, ..., 1}:
    for a in {1, 2, ..., 10}:
        for strategya in {PROPORTIONAL, HIGH}:
            for strategyd in {NOTHING, PROPORTIONAL, HIGH}:
                for e′i in {0.1, 0.2, ..., 0.9}:
                    Ua = []
                    Ud = []
                    for _ in range(50000):
                        machineValues = [random.randint(1, 100) for _ in range(3)]
                        # Defender secures machines according to strategyd
                        # Attacker attacks machine(s) according to strategya
                        if Attacker successfully penetrates a machine: