| 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 | 204 | 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 | 191 | 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 | 160 | 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 | 128 | 2021 |
| Transformation of smart grid using machine learning S Azad, F Sabrina, S Wasimi 2019 29th Australasian Universities Power Engineering Conference (AUPEC), 1-6, 2019 | 78 | 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 | 69 | 2021 |
| A comprehensive survey of generative adversarial networks (GANs) in cybersecurity intrusion detection A Dunmore, J Jang-Jaccard, F Sabrina, J Kwak IEEE Access, 2023 | 54 | 2023 |
| 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 | 48 | 2023 |
| 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 | 45 | 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 | 42 | 2022 |
| Ensuring academic integrity in online assessments: a literature review and recommendations F Sabrina, S Azad, S Sohail, S Thakur CQUniversity, 2022 | 28 | 2022 |
| A blockchain based secure IoT system using device identity management F Sabrina, N Li, S Sohail Sensors 22 (19), 7535, 2022 | 27 | 2022 |
| 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 | 27 | 2022 |
| LogFiT: Log anomaly detection using fine-tuned language models C Almodovar, F Sabrina, S Karimi, S Azad IEEE Transactions on Network and Service Management, 2024 | 26 | 2024 |
| 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 | 24 | 2019 |
| Large-scale outlier detection for low-cost PM₁₀ sensors Y Wei, J Jang-Jaccard, F Sabrina, H Alavizadeh IEEE Access 8, 229033-229042, 2020 | 19 | 2020 |
| Multi-tiered Artificial Neural Networks model for intrusion detection in smart homes S Sohail, Z Fan, X Gu, F Sabrina Intelligent Systems with Applications 16, 200152, 2022 | 18 | 2022 |
| 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 | 18 | 2021 |
| A Novel Entitlement-based Blockchain-enabled Security Architecture for IoT F Sabrina 2019 29th International Telecommunication Networks and Applications …, 2019 | 18 | 2019 |
| Entitlement-based access control for smart cities using blockchain F Sabrina, J Jang-Jaccard Sensors 21 (16), 5264, 2021 | 15 | 2021 |
