| 2025 | ITNAC | A Review of the Use of Large Language Models to Generate Synthetic Cybersecurity Datasets. | Jack Gadsby, Fariza Sabrina |
| 2025 | PDCAT | Quantum Multicast Communication in Mesh-of-Trees Networks: A Teleportation-Based Approach. | Ye Tao, Hong Shen, Fariza Sabrina, Steven Gordon, Fabio R. Serpiello |
| 2025 | PDCAT | Design of a Blockchain Plugin for Secure Electronic Medical Records. | Zhenglin Wang, Umair Ullah Tariq, Md. Mamunur Rashid, Yufeng Lin, Steven Gordon, Fariza Sabrina, Salahuddin A. Azad |
| 2025 | SNPD | MetaCropX: A Blockchain-based Architecture for Dynamic Tokenization and Smart Crop Lifecycle Management. | Gopi Krishna Akella, Santoso Wibowo, Srimannarayana Grandhi, Fariza Sabrina, Sameera Mubarak |
| 2024 | SNPD | A Dynamic Self-Attention Mechanism for Improving Deep Learning-based Plant Disease Classification. | Gopi Krishna Akella, Santoso Wibowo, Srimannarayana Grandhi, Fariza Sabrina, Sameera Mubarak |
| 2023 | CSCWD | 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 | DICTA | Clustering-TinyPointNet for Fast Large-scale Point Cloud Semantic Segmentation. | Zhenglin Wang, Kerry B. Walsh, Fariza Sabrina, Lasitha Piyathilaka, Yufeng Lin |
| 2021 | ITNAC | Performance Enhancement of Intrusion Detection System Using Machine Learning Algorithms with Feature Selection. | Anuradha Samkham Raju, Md. Mamunur Rashid, Fariza Sabrina |
| 2019 | ITNAC | A Novel Entitlement-based Blockchain-enabled Security Architecture for IoT. | Fariza Sabrina |
| 2019 | LCN | Blockchain and Structural Relationship Based Access Control for IoT: A Smart City Use Case. | Fariza Sabrina |
| 2010 | GLOBECOM | Improving Performance of Multimedia Applications in Distributed Collaborative Environment. | Fariza Sabrina |
| 2009 | GLOBECOM | Priority Based Dynamic Rate Control for VoIP Traffic. | Fariza Sabrina, Jean-Marc Valin |
| 2009 | IWQoS | Rate and delay controlled core networks: An experimental demonstration. | Zvi Rosberg, Fariza Sabrina, Sheldon Dealy, John Matthews, Craig Russell |
| 2008 | GLOBECOM | Adaptive Rate Control for Aggregated VoIP Traffic. | Fariza Sabrina, Jean-Marc Valin |
| 2005 | LCN | Implementation and Performance Analysis of a Packet Scheduler on a Programmable Network Processor. | Fariza Sabrina, Salil S. Kanhere, Sanjay K. Jha |
| 2003 | LCN | Scheduling Resources in Programmable and Active Networks Based on Adaptive Estimations. | Fariza Sabrina, Sanjay K. Jha |