| 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 | 142 | 2021 |
| 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 | 108 | 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 | 93 | 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 | 81 | 2023 |
| Transformation of smart grid using machine learning S Azad, F Sabrina, S Wasimi 2019 29th Australasian Universities Power Engineering Conference (AUPEC), 1-6, 2019 | 64 | 2019 |
| A smart biometric identity management framework for personalised IoT and cloud computing-based healthcare services F Farid, M Elkhodr, F Sabrina, F Ahamed, E Gide Sensors 21 (2), 552, 2021 | 60 | 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 | 31 | 2021 |
| An interpretable artificial intelligence based smart agriculture system F Sabrina, S Sohail, F Farid, S Jahan, F Ahamed, S Gordon Computers, Materials and Continua 72 (2), 3777-3797, 2022 | 23 | 2022 |
| Ensuring academic integrity in online assessments: a literature review and recommendations F Sabrina, S Azad, S Sohail, S Thakur CQUniversity, 2022 | 21 | 2022 |
| A blockchain based secure IoT system using device identity management F Sabrina, N Li, S Sohail Sensors 22 (19), 7535, 2022 | 20 | 2022 |
| Blockchain and structural relationship based access control for IoT: a smart city use case F Sabrina 2019 IEEE 44th Conference on Local Computer Networks (LCN), 137-140, 2019 | 20 | 2019 |
| A comprehensive survey of generative adversarial networks (GANs) in cybersecurity intrusion detection A Dunmore, J Jang-Jaccard, F Sabrina, J Kwak IEEE Access, 2023 | 18 | 2023 |
| A Novel Entitlement-based Blockchain-enabled Security Architecture for IoT F Sabrina 2019 29th International Telecommunication Networks and Applications …, 2019 | 18 | 2019 |
| 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 | 16 | 2022 |
| A review of privacy enhancement methods for federated learning in healthcare systems X Gu, F Sabrina, Z Fan, S Sohail International Journal of Environmental Research and Public Health 20 (15), 6539, 2023 | 15 | 2023 |
| Msd-kmeans: A hybrid algorithm for efficient detection of global and local outliers Y Wei, J Jang-Jaccard, F Sabrina, T McIntosh 2021 IEEE 15th International Conference on Big Data Science and Engineering …, 2021 | 15 | 2021 |
| Scheduling resources in programmable and active networks based on adaptive estimations F Sabrina, S Jha 28th Annual IEEE International Conference on Local Computer Networks, 2003 …, 2003 | 14 | 2003 |
| Entitlement-based access control for smart cities using blockchain F Sabrina, J Jang-Jaccard Sensors 21 (16), 5264, 2021 | 13 | 2021 |
| Adaptive rate control for aggregated VoIP traffic F Sabrina, JM Valin IEEE GLOBECOM 2008-2008 IEEE Global Telecommunications Conference, 1-6, 2008 | 13 | 2008 |
| A novel Architecture for resource management in Active Networks using a directory service F Sabrina, S Jha 10th International Conference on Telecommunications, 2003. ICT 2003. 1, 45-52, 2003 | 13 | 2003 |
