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InfoResearchPeer-reviewed

Intelligent Penetration Testing Through Integrated Knowledge Graph and Historical Decision Enhancement

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Summary

Researchers propose an intelligent penetration testing method that combines knowledge graph-driven automated scenario construction with historical decision enhancement. The approach generates standardized, realistic test environments and uses a collaborative state temporal processing and action filtering architecture. The experiments report a 69% reduction in average iterations, fewer redundant executions, and more rational decisions.