Network attack sequence generation method, device, device and storage medium

Abstract

Embodiments of the present invention provide a method, apparatus, device and storage medium for generating a network attack sequence. The method includes: acquiring a network attack path, the network attack path is composed of multiple network attack tactics in turn, and each network attack tactic includes one or more network attack strategies; according to the target network attack tool corresponding to each network attack strategy, calculate any The connection weights of the two target network attack tools, and the weight matrix is ​​constructed according to the connection weights of any two target network attack tools; the weight matrix and the Q-Learning algorithm are used to generate and train the Q table to obtain the target Q table; according to the target Q table , determine the target network attack tool used by each network attack tactic, and quickly generate a network attack sequence with outstanding attack effect according to the target network attack tool used by each network attack tactic.

Description

technical field [0001] The present invention relates to the field of network security, and in particular, to a method, apparatus, device and storage medium for generating a network attack sequence. Background technique [0002] In recent years, network attacks have occurred frequently, and Trojan horses, worms, and ransomware attacks on the Internet have emerged one after another, which poses a serious threat to network security. Therefore, it is necessary to conduct attack and defense tests on the network to test the protection capability of the network. [0003] Under normal circumstances, attackers have various network attack tactics, and each tactic has different attack strategies to choose from. Traditionally, the network attack sequence can be obtained through manual analysis, but this method is inefficient. Therefore, how to quickly obtain network attack sequences with outstanding attack effects has become an urgent problem to be solved in network attack and defense...

AI Technical Summary

Problems solved by technology

Traditionally, network attack sequences can be obtained through manual analysis, but this method is inefficient

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