# A Layered Reference Model for Penetration Testing with Reinforcement Learning and Attack Graphs

> Research article (2022 IEEE 29th Annual Software Technology Conference (STC), 2022) · cited 22× · AI/ML

**Wikidata**: [openalex:W4309675179](https://www.wikidata.org/wiki/openalex:W4309675179)  
**Source**: https://4ort.xyz/entity/a-layered-reference-model-for-penetration-testing-with-reinforcement-learning-and-attack-graphs