Junpeng He

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Intrusion Detection

Anomaly Detection

Reinforcement Learning

Similarity Measure

Top Venues

Publications

Yaqing Huang, Zhe Dong, Junpeng He
Unsupervised Industrial Internet Time Series Anomaly Detection Based on Reinforcement Learning. GAIIS (2024)
Junpeng He, Lingfeng Yao, Xiong Li, Muhammad Khurram Khan, Weina Niu, Xiaosong Zhang, Fagen Li
Model-agnostic generation-enhanced technology for few-shot intrusion detection. Appl. Intell. 54 (4) (2024)
Lingfeng Yao, Anran Hou, Weina Niu, Qingjun Yuan, Junpeng He, Yanfeng Zhang
Gedss: A Generic Framework to Enhance Model Robustness for Intrusion Detection on Noisy Data. CSCWD (2024)
Jia Hu, Weina Niu, Qingjun Yuan, Lingfeng Yao, Junpeng He, Yanfeng Zhang, Xiaosong Zhang
DEML: Data-Enhanced Meta-Learning Method for IoT APT Traffic Detection. ICDF2C (1) (2023)
Junpeng He, Lei Luo, Kun Xiao, Xiyu Fang, Yun Li
Generate qualified adversarial attacks and foster enhanced models based on generative adversarial networks. Intell. Data Anal. 26 (5) (2022)
Kangyi Ding, Teng Hu, Weina Niu, Xiaolei Liu, Junpeng He, Mingyong Yin, Xiaosong Zhang
A Novel Steganography Method for Character-Level Text Image Based on Adversarial Attacks. Sensors 22 (17) (2022)