Fariza Sabrina

IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset

Yuhua Yin, Julian Jang‐Jaccard, Wen Xu et al. · Journal Of Big Data · 2023 · 278 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18

Improving Performance of Autoencoder-Based Network Anomaly Detection on NSL-KDD Dataset

Wen Xu, Julian Jang‐Jaccard, Amardeep Singh et al. · IEEE Access · 2021 · 220 citations · Full text

Artificial Intelligence, Anomaly Detection, Machine Learning +15

LSTM-Autoencoder-Based Anomaly Detection for Indoor Air Quality Time-Series Data

Yuanyuan Wei, Julian Jang‐Jaccard, Wen Xu et al. · IEEE Sensors Journal · 2023 · 216 citations

Environmental Monitoring, Anomaly Detection, Machine Learning +19

AE-MLP: A Hybrid Deep Learning Approach for DDoS Detection and Classification

Yuanyuan Wei, Julian Jang‐Jaccard, Fariza Sabrina et al. · IEEE Access · 2021 · 169 citations · Full text

Ddos Detection, Engineering, Machine Learning +11

A Comprehensive Survey of Generative Adversarial Networks (GANs) in Cybersecurity Intrusion Detection

Aeryn Dunmore, Julian Jang‐Jaccard, Fariza Sabrina et al. · IEEE Access · 2023 · 100 citations · Full text

Cybersecurity, Machine Learning, Engineering +19