Junjiang He

46 papers Journal 40Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A feature selection method based on clonal selection with beneficial noise.
Pattern Recognit.
Wenshan Li, Chenyi Huang, Ao Liu, Yilin Zhang, Beibei Li, Junjiang He, Wenbo Fang, Hongxia Wang
2026 J jnl
Bearing fault diagnosis with class-aware re-weighting based multi-source domain adaptation under imperfect samples.
Appl. Soft Comput.
Wengang Ma, Wenhui Zhao, Junjiang He, Ao Liu, Wenbo Fang, Jiangchuan Chen
2026 J jnl
Exploratory Detection of Unknown Cyber-Attacks via Evolutionary Strategy and Machine Learning.
IEEE Trans. Inf. Forensics Secur.
Wenbo Fang, Gang Li, Sunjun Liu, Linlin Zhang, Menghao Ao, Qikai Wang, Junjiang He
2025 J jnl
A network attack traffic identification method for power sensor network based on open-set recognition.
Int. J. Sens. Networks
Wei Liu, Qigang Zhu, Xingshen Wei, Junjiang He, Qiang Zhang, Tian Jiang, Zeji Sun
2025 J jnl
Adaptive secure wireless information and power transfer in delay-constrained multiuser multi-input single-output networks.
Signal Process.
Xiaolong Lan, Yang Chen, Lei Zhang, Junjiang He, Qingchun Chen, Tao Li
2025 J jnl
An Immune Memory-Empowered SCADA-Based Industrial Virus Dynamic Repropagation Model.
IEEE Internet Things J.
Jiahang Tang, Junjiang He, Yaxin Li, Pin Yang, Xiaolong Lan, Jiangchuan Chen, Tao Li
2025 J jnl
Attention-Driven Deep Neural Networks With Cross-Channel Temporal Modeling for Robust Cybersecurity Situational Awareness.
IEEE Trans. Inf. Forensics Secur.
Peng Gao, Jiangchuan Chen, Xun Che, Fan Liu, Yu Lu, Yuting Guan, Junjiang He
2025 J jnl
Automatic penetration testing model based on reinforcement learning for complex network environments.
J. Supercomput.
Yang Chen, Junjiang He, Wenbo Fang, Shenwen Yang, Jiangchuan Chen, Tao Li, Xiaolong Lan
2025 — conf
BiAttnNet: A Bidirectional Attentive Framework for Firmware Semantic Modeling in Industrial Control System Security.
FSDM
Linfeng Du, Lei Yun, Siqi Zhang, Jiangchuan Chen, Ziyu Liu, Junjiang He
2025 J jnl
CSCAD: An Adaptive LightGBM Algorithm to Detect Cache Side-Channel Attacks.
IEEE Trans. Dependable Secur. Comput.
Sirui Hao, Junjiang He, Wenshan Li, Tao Li, Geying Yang, Wenbo Fang, Wanying Chen
2025 J jnl
Defending Against APT Attacks in Cloud Computing Environments Using Grouped Multiagent Deep Reinforcement Learning.
IEEE Internet Things J.
Jialin Chen, Xiaolong Lan, Qingquan Zhang, Wengang Ma, Wenbo Fang, Junjiang He
2025 J jnl
Malicious encrypted traffic detection method based on multi-granularity representation under data imbalance conditions.
Knowl. Based Syst.
Tao Li, Zhiwei Yang, Wenshan Li, Linfeng Du, Xiaolong Lan, Junjiang He
2025 J jnl
NSA-AE: An inadequately represented immune spaces NSA augmented via autoencoders.
Neurocomputing
Jiangchuan Chen, Junjiang He, Wenshan Li, Wenbo Fang, Xiaolong Lan, Wengang Ma, Tao Li, Dawei Zhao
2025 J jnl
Unknown Cyber Threat Discovery Empowered by Genetic Evolution Without Prior Knowledge.
IEEE Trans. Inf. Forensics Secur.
Wenbo Fang, Junjiang He, Wenshan Li, Wengang Ma, Linlin Zhang, Xiaolong Lan, Geying Yang, Jiangchuan Chen, Tao Li
2025 J jnl
Weak Population-Empowered Large-Scale Multiobjective Immune Algorithm.
Int. J. Intell. Syst.
Yang Chen, Wenshan Li, Junjiang He, Tao Li, Wenbo Fang, Xiaolong Lan
2024 J jnl
A Hierarchical Unmanned Aerial Vehicle Network Intrusion Detection and Response Approach Based on Immune Vaccine Distribution.
IEEE Internet Things J.
Jiangchuan Chen, Junjiang He, Wenshan Li, Wenbo Fang, Xiaolong Lan, Wengang Ma, Tao Li
2024 J jnl
A fast dual-module hybrid high-dimensional feature selection algorithm.
Inf. Sci.
Geying Yang, Junjiang He, Xiaolong Lan, Tao Li, Wenbo Fang
2024 J jnl
An Automatic XSS Attack Vector Generation Method Based on the Improved Dueling DDQN Algorithm.
IEEE Trans. Dependable Secur. Comput.
Yuan Yao, Junjiang He, Tao Li, Yunpeng Wang, Xiaolong Lan, Yuan Li
2024 J jnl
An Immune-Knowledge-Driven SCADA-Based Industrial Virus Propagation Model.
IEEE Internet Things J.
Junjiang He, Yaxin Li, Jiahang Tang, Hongxia Wang, Geying Yang, Tao Li, Xiaolong Lan
2024 J jnl
An adaptive detection framework based on artificial immune for IoT intrusion detection system.
Appl. Soft Comput.
Ming Ma, Geying Yang, Junjiang He, Wenbo Fang
2024 — conf
Auto-TFCE: Automatic Traffic Feature Code Extraction Method and Its Application in Cyber Security.
ICDF2C (2)
Junjiang He, Jiayan Wang, Jiangchuan Chen, Wenbo Fang, Lei Zhang, Tao Li
2024 J jnl
Automating the Deployment of Cyber Range with OpenStack.
Comput. J.
Shaohong Zhou, Junjiang He, Tao Li, Xiaolong Lan, Yunpeng Wang, Hui Zhao, Yihong Li
2024 J jnl
BR-HIDF: An Anti-Sparsity and Effective Host Intrusion Detection Framework Based on Multi-Granularity Feature Extraction.
IEEE Trans. Inf. Forensics Secur.
Junjiang He, Cong Tang, Wenshan Li, Tao Li, Li Chen, Xiaolong Lan
2024 J jnl
Corrections to "A Hierarchical Unmanned Aerial Vehicle Network Intrusion Detection and Response Approach Based on Immune Vaccine Distribution".
IEEE Internet Things J.
Jiangchuan Chen, Junjiang He, Wenshan Li, Wenbo Fang, Xiaolong Lan, Wengang Ma, Tao Li
2024 J jnl
Efficient Based on Improved Random Forest Defense System Against Application-Layer DDoS Attacks.
Int. J. Intell. Syst.
Junjiang He, Wenbo Fang, Xiaolong Lan, Geying Yang, Ziyu Chen, Yang Chen, Tao Li, Jiangchuan Chen
2024 J jnl
IDG-SemiAD: An Immune Detector Generation-Based Collaborative Learning Scheme for Semi-supervised Anomaly Detection in Industrial Cyber-physical Systems.
Int. J. Comput. Intell. Syst.
Meng Huang, Wenshan Li, Junjiang He, Xiaolong Lan, Tao Li, Nian Zhang
2024 J jnl
Information-Freshness-Aware Wireless Multiuser Uplink Physical-Layer Security Communication.
IEEE Internet Things J.
Xiaolong Lan, Ziheng Xu, Junjiang He, Liang Liu, Qingchun Chen, Tao Li
2024 J jnl
Optimal Age of Information and Throughput Scheduling in Heterogeneous Traffic Wireless Physical-Layer Security Communications.
IEEE Internet Things J.
Qingquan Zhang, Ziheng Xu, Xiaolong Lan, Jialin Chen, Junjiang He, Wengang Ma, Qingchun Chen
2024 J jnl
SPAW-SMOTE: Space Partitioning Adaptive Weighted Synthetic Minority Oversampling Technique For Imbalanced Data Set Learning.
Comput. J.
Qiang Zhang, Junjiang He, Tao Li, Xiaolong Lan, Wenbo Fang, Yihong Li
2024 J jnl
SynDroid: An adaptive enhanced Android malware classification method based on CTGAN-SVM.
Comput. Secur.
Junhao Li, Junjiang He, Wenshan Li, Wenbo Fang, Geying Yang, Tao Li
2023 J jnl
A Modified Gray Wolf Optimizer-Based Negative Selection Algorithm for Network Anomaly Detection.
Int. J. Intell. Syst.
Geying Yang, Lina Wang, Rongwei Yu, Junjiang He, Bo Zeng, Tian Wu
2023 — conf
A Secure Duplicate Data Sharing Method against Untrusted Cloud Service Provider.
CloudNet
Jiawei Wang, Junjiang He, Wenshan Li, Xiaolong Lan, Qian Liu, Tao Li
2023 J jnl
A novel multi-objective immunization algorithm based on dynamic variation distance.
Swarm Evol. Comput.
Geying Yang, Junjiang He, Lina Wang, Bo Zeng, Tian Wu
2023 — conf
An Attack Entity Deducing Model for Attack Forensics.
ICONIP (15)
Tao Jiang, Junjiang He, Tao Li, Wenbo Fang, Wenshan Li, Cong Tang
2023 J jnl
Comprehensive Android Malware Detection Based on Federated Learning Architecture.
IEEE Trans. Inf. Forensics Secur.
Wenbo Fang, Junjiang He, Wenshan Li, Xiaolong Lan, Yang Chen, Tao Li, Jiwu Huang, Linlin Zhang
2023 J jnl
DBWE-Corbat: Background network traffic generation using dynamic word embedding and contrastive learning for cyber range.
Comput. Secur.
Linfeng Du, Junjiang He, Tao Li, Yunpeng Wang, Xiaolong Lan, Yunhua Huang
2023 J jnl
DGA-PSO: An improved detector generation algorithm based on particle swarm optimization in negative selection.
Knowl. Based Syst.
Ge Zhang, Junjiang He, Wenshan Li, Tao Li, Xiaolong Lan, Yunpeng Wang
2023 J jnl
MPF-FS: A multi-population framework based on multi-objective optimization algorithms for feature selection.
Appl. Intell.
Jie Yang, Junjiang He, Wenshan Li, Tao Li, Xiaolong Lan, Yunpeng Wang
2023 J jnl
SSQLi: A Black-Box Adversarial Attack Method for SQL Injection Based on Reinforcement Learning.
Future Internet
Yuting Guan, Junjiang He, Tao Li, Hui Zhao, Baoqiang Ma
2023 J jnl
Uniformity-Comprehensive Multiobjective Optimization Evolutionary Algorithm Based on Machine Learning.
Int. J. Intell. Syst.
Yuxuan Luan, Junjiang He, Jingmin Yang, Xiaolong Lan, Geying Yang
2022 — conf
An Improved Crowd Aggregation Prediction Algorithm Based on ARMA.
ICIAI
Zhan Gao, Yang Chen, Zhiyong Li, Tao Li, Junjiang He, Yuehao Li
2022 J jnl
XSS adversarial example attacks based on deep reinforcement learning.
Comput. Secur.
Li Chen, Cong Tang, Junjiang He, Hui Zhao, Xiaolong Lan, Tao Li
2021 J jnl
A hybrid real-valued negative selection algorithm with variable-sized detectors and the k-nearest neighbors algorithm.
Knowl. Based Syst.
Zhiyong Li, Tao Li, Junjiang He, Yongbin Zhu, Yunpeng Wang
2021 J jnl
An immune-based risk assessment method for digital virtual assets.
Comput. Secur.
Junjiang He, Tao Li, Beibei Li, Xiaolong Lan, Zhiyong Li, Yunpeng Wang
2021 J jnl
HD-NSA: A real-valued negative selection algorithm based on hierarchy division.
Appl. Soft Comput.
Junjiang He, Wen Chen, Tao Li, Beibei Li, Yongbin Zhu, Meng Huang
2019 — conf
An Immune-Based Real-Time Quantitative Detection for Threat Change of Cyberspace Digital Virtual Assets.
EECS
Junjiang He, Tao Li, Hui Zhao, Xiaojie Liu, Zhan Gao, Yunpeng Wang