Jingju Liu

24 papers C 1Journal 14Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Autonomous penetration testing using reinforcement learning: A review and perspectives.
Expert Syst. Appl.
Jingju Liu, Yue Zhang, Shicheng Zhou, Jiahai Yang, Yuliang Lu, Xiaofeng Zhong
2025 J jnl
APRIL: Towards Scalable and Transferable Autonomous Penetration Testing in Large Action Space via Action Embedding.
IEEE Trans. Dependable Secur. Comput.
Shicheng Zhou, Jingju Liu, Yuliang Lu, Jiahai Yang, Dongdong Hou, Yue Zhang, Shulong Hu
2025 — conf
Automated Penetration Testing Through Hierarchical PPO with Large Language Model Enhancement.
ICIC (14)
Lei Wu, Jingju Liu, Jiahai Yang, Xiaofeng Zhong
2025 J jnl
Mind the Gap: towards generalizable autonomous penetration testing via domain randomization and meta-reinforcement learning.
Frontiers Inf. Technol. Electron. Eng.
Shicheng Zhou, Jingju Liu, Yuliang Lu, Jiahai Yang, Yue Zhang, Jie Chen
2025 J jnl
SCRIPT: A Scalable Continual Reinforcement Learning Framework for Autonomous Penetration Testing.
Expert Syst. Appl.
Shicheng Zhou, Jingju Liu, Yuliang Lu, Jiahai Yang, Yue Zhang, Bo Lin, Xiaofeng Zhong, Shulong Hu
2025 J jnl
SecLMNER: A framework for enhanced named entity recognition in multi-source cybersecurity data using large language models.
Expert Syst. Appl.
Yunlong Zhang, Jingju Liu, Xiaofeng Zhong, Lei Wu
2024 — conf
E2E-AutoPT: An End-to-End Automated Penetration Testing with LSTM-PPO Approach.
NPC (2)
Qiankun Ren, Xinli Xiong, Jingju Liu
2024 — conf
PTGroup: An Automated Penetration Testing Framework Using LLMs and Multiple Prompt Chains.
ICIC (9)
Lei Wu, Xiaofeng Zhong, Jingju Liu, Xiang Wang
2024 J jnl
Towards Generalizable Autonomous Penetration Testing via Domain Randomization and Meta-Reinforcement Learning.
CoRR
Shicheng Zhou, Jingju Liu, Yuliang Lu, Jiahai Yang, Yue Zhang, Jie Chen
2023 — conf
A Cyber Threat Entity Recognition Method Based on Robust Feature Representation and Adversarial Training.
ICCPR
Peng Wang, Jingju Liu
2023 — conf
A Cybersecurity Knowledge Graph Completion Method for Scalable Scenarios.
KSEM (4)
Peng Wang, Jingju Liu, Qian Yao, Xinli Xiong
2023 C conf
FuzzyCAT: A Framework for Network Configuration Verification Based on Fuzzing.
IPCCC
Jianfei Cai, Guozheng Yang, Jingju Liu, Yi Xie
2022 — conf
DUSC-DQN: An Improved Deep Q-Network for Intelligent Penetration Testing Path Design.
ICCCS
Peng Wang, Jingju Liu, Xiaofeng Zhong, Guozheng Yang, Shicheng Zhou, Yue Zhang
2022 J jnl
High-Speed Path Probing Method for Large-Scale Network.
Sensors
Zhihao Luo, Jingju Liu, Guozheng Yang, Yongheng Zhang, Zijun Hang
2021 J jnl
An Audio Steganography Based on Run Length Encoding and Integer Wavelet Transform.
Int. J. Digit. Crime Forensics
Hanlin Liu, Jingju Liu, Xuehu Yan, Pengfei Xue, Dingwei Tan
2021 — conf
Research on Network Security Issues from the Perspective of Multilayer Networks.
DSIT
Qiuyun Cheng, Guozheng Yang, Jingju Liu, Yongheng Zhang
2020 J jnl
Application of random elements in ISS.
IET Image Process.
Xuehu Yan, Yuliang Lu, Lintao Liu, Xia Li, Jingju Liu, Guozheng Yang
2020 J jnl
Secret image sharing with separate shadow authentication ability.
Signal Process. Image Commun.
Xuehu Yan, Qinghong Gong, Longlong Li, Guozheng Yang, Yuliang Lu, Jingju Liu
2019 J jnl
A Novel Behavior Steganography Model Based on Secret Sharing.
Int. J. Digit. Crime Forensics
Hanlin Liu, Jingju Liu, Xuehu Yan, Lintao Liu, Wanmeng Ding, Yue Jiang
2018 J jnl
Centroid-Based Audio Steganography Scheme in Wavelet Domain.
J. Inf. Hiding Multim. Signal Process.
Hanlin Liu, Jingju Liu, Xuehu Yan, Pengfei Xue, Song Wan, Li Li
2018 J jnl
Chinese remainder theorem-based two-in-one image secret sharing with three decoding options.
Digit. Signal Process.
Xuehu Yan, Yuliang Lu, Lintao Liu, Jingju Liu, Guozheng Yang
2018 J jnl
基于网络攻防博弈模型的最优防御策略选取方法 (Optimal Defense Strategy Selection Method Based on Network Attack-Defense Game Model).
计算机科学
Jingwei Liu, Jingju Liu, Yuliang Lu, Bin Yang, Kailong Zhu
2017 — conf
Adaptive Audio Steganography Scheme Based on Wavelet Packet Energy.
BigDataSecurity/HPSC/IDS
Hanlin Liu, Jingju Liu, RongGui Hu, Xuehu Yan, Song Wan
2011 — conf
VISHNU: A Software Behavior Trustworthiness Control Method Based on DRTM.
IPTC
Xinzhi Wang, Lechang Sun, Jingju Liu, Qiang Li