Junpeng He

According to our database, Junpeng He authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Model-agnostic generation-enhanced technology for few-shot intrusion detection.

Junpeng He, Lingfeng Yao, Xiong Li, Muhammad Khurram Khan, Weina Niu, Xiaosong Zhang, Fagen Li

Appl. Intell., 2024

Local Augmentation with Functionality-Preservation for Semi-Supervised Graph Intrusion Detection.

Junpeng He, Hanyue Kong, Shihe Zhang, Xiong Li, Weina Niu, Xiaosong Zhang, Fagen Li

Proceedings of the IEEE International Conference on Communications, 2024

Unsupervised Industrial Internet Time Series Anomaly Detection Based on Reinforcement Learning.

Yaqing Huang, Zhe Dong, Junpeng He

Proceedings of the 2024 International Conference on Generative Artificial Intelligence and Information Security, 2024

Gedss: A Generic Framework to Enhance Model Robustness for Intrusion Detection on Noisy Data.

Lingfeng Yao, Anran Hou, Weina Niu, Qingjun Yuan, Junpeng He, Yanfeng Zhang

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

2023

DEML: Data-Enhanced Meta-Learning Method for IoT APT Traffic Detection.

Jia Hu, Weina Niu, Qingjun Yuan, Lingfeng Yao, Junpeng He, Yanfeng Zhang, Xiaosong Zhang

Proceedings of the Digital Forensics and Cyber Crime - 14th EAI International Conference, 2023

2022

A Novel Steganography Method for Character-Level Text Image Based on Adversarial Attacks.

Kangyi Ding, Teng Hu, Weina Niu, Xiaolei Liu, Junpeng He, Mingyong Yin, Xiaosong Zhang

Sensors, 2022

Generate qualified adversarial attacks and foster enhanced models based on generative adversarial networks.

Junpeng He, Lei Luo, Kun Xiao, Xiyu Fang, Yun Li

Intell. Data Anal., 2022