| IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset Y Yin, J Jang-Jaccard, W Xu, A Singh, J Zhu, F Sabrina, J Kwak Journal of Big data 10 (1), 15, 2023 | 217 | 2023 |
| Improving performance of autoencoder-based network anomaly detection on nsl-kdd dataset W Xu, J Jang-Jaccard, A Singh, Y Wei, F Sabrina IEEE Access 9, 140136-140146, 2021 | 199 | 2021 |
| LSTM-autoencoder-based anomaly detection for indoor air quality time-series data Y Wei, J Jang-Jaccard, W Xu, F Sabrina, S Camtepe, M Boulic IEEE Sensors Journal 23 (4), 3787-3800, 2023 | 167 | 2023 |
| Ae-mlp: A hybrid deep learning approach for ddos detection and classification Y Wei, J Jang-Jaccard, F Sabrina, A Singh, W Xu, S Camtepe IEEE Access 9, 146810-146821, 2021 | 125 | 2021 |
| Artificial intelligence-enabled DDoS detection for blockchain-based smart transport systems T Liu, F Sabrina, J Jang-Jaccard, W Xu, Y Wei Sensors 22 (1), 32, 2021 | 46 | 2021 |
| Improved bidirectional GAN-based approach for network intrusion detection using one-class classifier W Xu, J Jang-Jaccard, T Liu, F Sabrina, J Kwak Computers 11 (6), 85, 2022 | 29 | 2022 |
| Reconstruction-based lstm-autoencoder for anomaly-based ddos attack detection over multivariate time-series data Y Wei, J Jang-Jaccard, F Sabrina, W Xu, S Camtepe, A Dunmore arXiv preprint arXiv:2305.09475, 2023 | 10 | 2023 |
| Training a bidirectional GAN-based one-class classifier for network intrusion detection W Xu, J Jang-Jaccard, T Liu, F Sabrina arXiv preprint arXiv:2202.01332, 2022 | 8 | 2022 |
| Igrf-rfe: a hybrid feature selection method for mlp-based network intrusion detection on unsw-nb15 dataset. J Big Data 10 (1): 1–26 Y Yin, J Jang-Jaccard, W Xu, A Singh, J Zhu, F Sabrina, J Kwak | 7 | 2023 |
