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Automated Penetration Testing with Fine-Grained Control through Deep Reinforcement Learning

Xiaotong Guo Jing Ren Jiangong Zheng Jianxin Liao Chao Sun Hongxi Zhu Tongyu Song Sheng Wang Wei Wang

通信与信息网络学报（英文）2023，Vol.8Issue(3)：212-220,9.

Automated Penetration Testing with Fine-Grained Control through Deep Reinforcement Learning

Xiaotong Guo ¹Jing Ren ²Jiangong Zheng ¹Jianxin Liao ¹Chao Sun ¹Hongxi Zhu ¹Tongyu Song ¹Sheng Wang ¹Wei Wang³

作者信息

1. University of Electronic Science and Technology of China,Chengdu 611731,China
2. University of Electronic Science and Technology of China,Chengdu 611731,China||Peng Cheng Laboratory,Shenzhen 518000,China
3. Peng Cheng Laboratory,Shenzhen 518000,China
折叠

摘要

关键词

APT/cyber attack/DRL

Key words

APT/cyber attack/DRL

引用本文复制引用

Xiaotong Guo,Jing Ren,Jiangong Zheng,Jianxin Liao,Chao Sun,Hongxi Zhu,Tongyu Song,Sheng Wang,Wei Wang..Automated Penetration Testing with Fine-Grained Control through Deep Reinforcement Learning[J].通信与信息网络学报（英文）,2023,8(3):212-220,9.

基金项目

This work was supported by the National Key R&D Program of China under Grant 2020YFB1807503 and the National Natural Science Foundation of China under Grant U20A20156,Grant 62001087,and Grant 62201309. （）

通信与信息网络学报（英文）

OACSCDEI

ISSN：2096-1081

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