Fariza Sabrina
Central Queensland University
H-index: 13
Oceania-Australia
Top articles of Fariza Sabrina
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
LogFiT: Log anomaly detection using fine-tuned language models | IEEE Transactions on Network and Service Management | Crispin Almodovar Fariza Sabrina Sarvnaz Karimi Salahuddin Azad | 2024/1/25 |
Application of Big Data in Curriculum Development | Farzaneh Mayabadi Sweta Thakur Shaleeza Sohail Fariza Sabrina | 2024 | |
Online Education: Challenges, Tools, and Emerging Trends | Sweta Thakur Farzaneh Mayabadi Fariza Sabrina Shaleeza Sohail | 2024 | |
Two-Level Dynamic Programming-Enabled Non-Metric Data Aggregation Technique for the Internet of Things | Electronics | Syed Roohullah Jan Baraq Ghaleb Umair Ullah Tariq Haider Ali Fariza Sabrina | 2024/4/25 |
Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data | arXiv preprint arXiv:2305.09475 | Yuanyuan Wei Julian Jang-Jaccard Fariza Sabrina Wen Xu Seyit Camtepe | 2023/4/21 |
AI-powered blockchain architecture for real-time analytics in smart agriculture | Gopi Krishna Akella Santoso Wibowo Srimannarayana Grandhi Sameera Mubarak Fariza Sabrina | 2023 | |
A review of privacy enhancement methods for federated learning in healthcare systems | Xin Gu Fariza Sabrina Zongwen Fan Shaleeza Sohail | 2023/8/7 | |
Generative adversarial networks for malware detection: a survey | Aeryn Dunmore Julian Jang-Jaccard Fariza Sabrina Jin Kwak | 2023/2/16 | |
Ensemble Learning based Anomaly Detection for IoT Cybersecurity via Bayesian Hyperparameters Sensitivity Analysis | arXiv preprint arXiv:2307.10596 | Tin Lai Farnaz Farid Abubakar Bello Fariza Sabrina | 2023/7/20 |
A comprehensive survey of generative adversarial networks (gans) in cybersecurity intrusion detection | Aeryn Dunmore Julian Jang-Jaccard Fariza Sabrina Jin Kwak | 2023/7/19 | |
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset | Journal of Big data | Yuhua Yin Julian Jang-Jaccard Wen Xu Amardeep Singh Jinting Zhu | 2023/2/5 |
Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods | arXiv preprint arXiv:2306.17190 | Yuanyuan Wei Julian Jang-Jaccard Amardeep Singh Fariza Sabrina Seyit Camtepe | 2023/6/27 |
Empowering Patients to Delegate and Revoke Access to Blockchain-based Electronic Health Records | Fariza Sabrina Tony Sahama Md Mamunur Rashid Steven Gordon | 2023/1/30 | |
Online Machine Learning-based Anomaly Detection in Internet of Things Applications | Md Mamunur Rashid Fariza Sabrina Tasadduq Imam Biplob Ray Steven Gordon | 2023/12/4 | |
Improving multilayer-perceptron (MLP)-based network anomaly detection with birch clustering on CICIDS-2017 Dataset | Yuhua Yin Julian Jang-Jaccard Fariza Sabrina Jin Kwak | 2023/5/24 | |
LSTM-autoencoder-based anomaly detection for indoor air quality time-series data | IEEE Sensors Journal | Yuanyuan Wei Julian Jang-Jaccard Wen Xu Fariza Sabrina Seyit Camtepe | 2023/1/6 |
MAGNETO and deepinsight: extended image translation with semantic relationships for classifying attack data with machine learning models | Electronics | Aeryn Dunmore Adam Dunning Julian Jang-Jaccard Fariza Sabrina Jin Kwak | 2023/8/15 |
Ensuring academic integrity in online assessments: a literature review and recommendations | Fariza Sabrina Salahuddin Azad Shaleeza Sohail Sweta Thakur | 2022/1/1 | |
A blockchain based secure IoT system using device identity management | Sensors | Fariza Sabrina Nan Li Shaleeza Sohail | 2022/10/4 |
Improved bidirectional GAN-based approach for network intrusion detection using one-class classifier | Computers | Wen Xu Julian Jang-Jaccard Tong Liu Fariza Sabrina Jin Kwak | 2022/5/26 |
