An Immune-Based Real-Time Quantitative Detection for Threat Change of Cyberspace Digital Virtual Assets. - Junjiang He; Tao Li 016; Hui Zhao 007; Xiaojie Liu; Zhan Gao; Yunpeng Wang (EECS, 2019)

HD-NSA: A real-valued negative selection algorithm based on hierarchy division. - Junjiang He; Wen Chen 025; Tao Li 016; Beibei Li 002; Yongbin Zhu; Meng Huang (Appl. Soft Comput., 2021)

An immune-based risk assessment method for digital virtual assets. - Junjiang He; Tao Li 016; Beibei Li 002; Xiaolong Lan; Zhiyong Li; Yunpeng Wang (Comput. Secur., 2021)

A hybrid real-valued negative selection algorithm with variable-sized detectors and the k-nearest neighbors algorithm. - Zhiyong Li; Tao Li 016; Junjiang He; Yongbin Zhu; Yunpeng Wang (Knowl. Based Syst., 2021)

An Improved Crowd Aggregation Prediction Algorithm Based on ARMA. - Zhan Gao; Yang Chen; Zhiyong Li; Tao Li 016; Junjiang He; Yuehao Li 002 (ICIAI, 2022)

XSS adversarial example attacks based on deep reinforcement learning. - Li Chen; Cong Tang; Junjiang He; Hui Zhao 007; Xiaolong Lan; Tao Li 016 (Comput. Secur., 2022)

A Secure Duplicate Data Sharing Method against Untrusted Cloud Service Provider. - Jiawei Wang; Junjiang He; Wenshan Li 001; Xiaolong Lan; Qian Liu; Tao Li 016 (CloudNet, 2023)

An Attack Entity Deducing Model for Attack Forensics. - Tao Jiang; Junjiang He; Tao Li 016; Wenbo Fang; Wenshan Li 001; Cong Tang (ICONIP (15), 2023)

Uniformity-Comprehensive Multiobjective Optimization Evolutionary Algorithm Based on Machine Learning. - Yuxuan Luan; Junjiang He; Jingmin Yang; Xiaolong Lan; Geying Yang (Int. J. Intell. Syst., 2023)

A Modified Gray Wolf Optimizer-Based Negative Selection Algorithm for Network Anomaly Detection. - Geying Yang; Lina Wang 001; Rongwei Yu; Junjiang He; Bo Zeng 006; Tian Wu (Int. J. Intell. Syst., 2023)

Comprehensive Android Malware Detection Based on Federated Learning Architecture. - Wenbo Fang; Junjiang He; Wenshan Li 001; Xiaolong Lan; Yang Chen; Tao Li 016; Jiwu Huang; Linlin Zhang (IEEE Trans. Inf. Forensics Secur., 2023)

SSQLi: A Black-Box Adversarial Attack Method for SQL Injection Based on Reinforcement Learning. - Yuting Guan; Junjiang He; Tao Li 016; Hui Zhao 007; Baoqiang Ma (Future Internet, 2023)

DBWE-Corbat: Background network traffic generation using dynamic word embedding and contrastive learning for cyber range. - Linfeng Du; Junjiang He; Tao Li 016; Yunpeng Wang; Xiaolong Lan; Yunhua Huang (Comput. Secur., 2023)

MPF-FS: A multi-population framework based on multi-objective optimization algorithms for feature selection. - Jie Yang; Junjiang He; Wenshan Li 001; Tao Li 016; Xiaolong Lan; Yunpeng Wang (Appl. Intell., 2023)

DGA-PSO: An improved detector generation algorithm based on particle swarm optimization in negative selection. - Ge Zhang; Junjiang He; Wenshan Li 001; Tao Li 016; Xiaolong Lan; Yunpeng Wang (Knowl. Based Syst., 2023)

A novel multi-objective immunization algorithm based on dynamic variation distance. - Geying Yang; Junjiang He; Lina Wang 001; Bo Zeng 006; Tian Wu (Swarm Evol. Comput., 2023)

An adaptive detection framework based on artificial immune for IoT intrusion detection system. - Ming Ma; Geying Yang; Junjiang He; Wenbo Fang (Appl. Soft Comput., 2024)

SPAW-SMOTE: Space Partitioning Adaptive Weighted Synthetic Minority Oversampling Technique For Imbalanced Data Set Learning. - Qiang Zhang; Junjiang He; Tao Li 016; Xiaolong Lan; Wenbo Fang; Yihong Li (Comput. J., 2024)

Automating the Deployment of Cyber Range with OpenStack. - Shaohong Zhou; Junjiang He; Tao Li 016; Xiaolong Lan; Yunpeng Wang; Hui Zhao 007; Yihong Li (Comput. J., 2024)

A fast dual-module hybrid high-dimensional feature selection algorithm. - Geying Yang; Junjiang He; Xiaolong Lan; Tao Li 016; Wenbo Fang (Inf. Sci., 2024)

An Automatic XSS Attack Vector Generation Method Based on the Improved Dueling DDQN Algorithm. - Yuan Yao; Junjiang He; Tao Li 016; Yunpeng Wang; Xiaolong Lan; Yuan Li (IEEE Trans. Dependable Secur. Comput., 2024)

BR-HIDF: An Anti-Sparsity and Effective Host Intrusion Detection Framework Based on Multi-Granularity Feature Extraction. - Junjiang He; Cong Tang; Wenshan Li 001; Tao Li 016; Li Chen; Xiaolong Lan (IEEE Trans. Inf. Forensics Secur., 2024)

SynDroid: An adaptive enhanced Android malware classification method based on CTGAN-SVM. - Junhao Li; Junjiang He; Wenshan Li 001; Wenbo Fang; Geying Yang; Tao Li 016 (Comput. Secur., 2024)

Information-Freshness-Aware Wireless Multiuser Uplink Physical-Layer Security Communication. - Xiaolong Lan; Ziheng Xu; Junjiang He; Liang Liu 009; Qingchun Chen; Tao Li 016 (IEEE Internet Things J., 2024)

Optimal Age of Information and Throughput Scheduling in Heterogeneous Traffic Wireless Physical-Layer Security Communications. - Qingquan Zhang; Ziheng Xu; Xiaolong Lan; Jialin Chen; Junjiang He; Wengang Ma; Qingchun Chen (IEEE Internet Things J., 2024)

An Immune-Knowledge-Driven SCADA-Based Industrial Virus Propagation Model. - Junjiang He; Yaxin Li; Jiahang Tang; Hongxia Wang 001; Geying Yang; Tao Li 016; Xiaolong Lan (IEEE Internet Things J., 2024)

A Hierarchical Unmanned Aerial Vehicle Network Intrusion Detection and Response Approach Based on Immune Vaccine Distribution. - Jiangchuan Chen; Junjiang He; Wenshan Li 001; Wenbo Fang; Xiaolong Lan; Wengang Ma; Tao Li 016 (IEEE Internet Things J., 2024)

IDG-SemiAD: An Immune Detector Generation-Based Collaborative Learning Scheme for Semi-supervised Anomaly Detection in Industrial Cyber-physical Systems. - Meng Huang; Wenshan Li 001; Junjiang He; Xiaolong Lan; Tao Li 016; Nian Zhang (Int. J. Comput. Intell. Syst., 2024)

Corrections to "A Hierarchical Unmanned Aerial Vehicle Network Intrusion Detection and Response Approach Based on Immune Vaccine Distribution". - Jiangchuan Chen; Junjiang He; Wenshan Li 001; Wenbo Fang; Xiaolong Lan; Wengang Ma; Tao Li 016 (IEEE Internet Things J., 2024)

Weak Population-Empowered Large-Scale Multiobjective Immune Algorithm. - Yang Chen; Wenshan Li 001; Junjiang He; Tao Li 016; Wenbo Fang; Xiaolong Lan (Int. J. Intell. Syst., 2025)

NSA-AE: An inadequately represented immune spaces NSA augmented via autoencoders. - Jiangchuan Chen; Junjiang He; Wenshan Li 001; Wenbo Fang; Xiaolong Lan; Wengang Ma; Tao Li 016; Dawei Zhao (Neurocomputing, 2025)

A network attack traffic identification method for power sensor network based on open-set recognition. - Wei Liu; Qigang Zhu; Xingshen Wei; Junjiang He; Qiang Zhang; Tian Jiang; Zeji Sun (Int. J. Sens. Networks, 2025)

Malicious encrypted traffic detection method based on multi-granularity representation under data imbalance conditions. - Tao Li 016; Zhiwei Yang; Wenshan Li 001; Linfeng Du; Xiaolong Lan; Junjiang He (Knowl. Based Syst., 2025)

Adaptive secure wireless information and power transfer in delay-constrained multiuser multi-input single-output networks. - Xiaolong Lan; Yang Chen; Lei Zhang; Junjiang He; Qingchun Chen; Tao Li 016 (Signal Process., 2025)

CSCAD: An Adaptive LightGBM Algorithm to Detect Cache Side-Channel Attacks. - Sirui Hao; Junjiang He; Wenshan Li 001; Tao Li 016; Geying Yang; Wenbo Fang; Wanying Chen (IEEE Trans. Dependable Secur. Comput., 2025)

Defending Against APT Attacks in Cloud Computing Environments Using Grouped Multiagent Deep Reinforcement Learning. - Jialin Chen; Xiaolong Lan; Qingquan Zhang; Wengang Ma; Wenbo Fang; Junjiang He (IEEE Internet Things J., 2025)

Automatic penetration testing model based on reinforcement learning for complex network environments. - Yang Chen; Junjiang He; Wenbo Fang; Shenwen Yang; Jiangchuan Chen; Tao Li 016; Xiaolong Lan (J. Supercomput., 2025)

A feature selection method based on clonal selection with beneficial noise. - Wenshan Li 001; Chenyi Huang; Ao Liu 005; Yilin Zhang; Beibei Li 002; Junjiang He; Wenbo Fang; Hongxia Wang (Pattern Recognit., 2026)