Fariza Sabrina

57 papers B 7C 2Misc 5Journal 37Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	A Review of the Use of Large Language Models to Generate Synthetic Cybersecurity Datasets. ITNAC Jack Gadsby, Fariza Sabrina
2025	J	`jnl`	Blockchain-Based Secured Data Sharing in Healthcare: A Systematic Literature Review. IEEE Access Umair Ullah Tariq, Fariza Sabrina, Md. Mamunur Rashid, Steven Gordon, Yufeng Lin, Zhenglin Wang, Salahuddin A. Azad
2025	J	`jnl`	Generative AI as a learning assistant in ICT education: student perspectives and educational implications. Educ. Inf. Technol. Ritesh Chugh, Darren Turnbull, Sangeetha Kutty, Fariza Sabrina, Md. Mamunur Rashid, Ahsan Morshed, Salahuddin A. Azad, Shahriar Kaisar, Sudha Subramani
2025	J	`jnl`	Knowledge Integrity in Large Language Models: A State-of-The-Art Review. Inf. Vadivel Abishethvarman, Fariza Sabrina, Paul Kwan
2025	—	`conf`	MetaCropX: A Blockchain-based Architecture for Dynamic Tokenization and Smart Crop Lifecycle Management. SNPD-Summer Gopi Krishna Akella, Santoso Wibowo, Srimannarayana Grandhi, Fariza Sabrina, Sameera Mubarak
2024	C	`conf`	A Dynamic Self-Attention Mechanism for Improving Deep Learning-based Plant Disease Classification. SNPD Gopi Krishna Akella, Santoso Wibowo, Srimannarayana Grandhi, Fariza Sabrina, Sameera Mubarak
2024	J	`jnl`	Behind the Code: Identifying Zero-Day Exploits in WordPress. Future Internet Mohamed Azarudheen Mohamed Mohideen, Muhammad Shahroz Nadeem, James Hardy, Haider Ali, Umair Ullah Tariq, Fariza Sabrina, Muhammad Waqar, Salman Ahmed
2024	J	`jnl`	Energy-Aware Successor Tree Consistent EDF Scheduling for PCTGs on MPSoCs. IEEE Access Umair Ullah Tariq, Haider Ali, Muhammad Shahroz Nadeem, Syed Roohullah Jan, Fariza Sabrina, Srimannarayana Grandhi, Zhenglin Wang, Lu Liu
2024	J	`jnl`	Ensemble learning based anomaly detection for IoT cybersecurity via Bayesian hyperparameters sensitivity analysis. Cybersecur. Tin Lai, Farnaz Farid, Abubakar Bello, Fariza Sabrina
2024	J	`jnl`	From Integer Programming to Machine Learning: A Technical Review on Solving University Timetabling Problems. Comput. Xin Gu, Muralee Krish, Shaleeza Sohail, Sweta Thakur, Fariza Sabrina, Zongwen Fan
2024	J	`jnl`	LogFiT: Log Anomaly Detection Using Fine-Tuned Language Models. IEEE Trans. Netw. Serv. Manag. Crispin Almodovar, Fariza Sabrina, Sarvnaz Karimi, Salahuddin A. Azad
2024	J	`jnl`	The Promise and Pitfalls: A Literature Review of Generative Artificial Intelligence as a Learning Assistant in ICT Education. Comput. Appl. Eng. Educ. Ritesh Chugh, Darren Turnbull, Ahsan Morshed, Fariza Sabrina, Salahuddin A. Azad, Md. Mamunur Rashid, Shahriar Kaisar, Sudha Subramani
2023	J	`jnl`	A Comprehensive Survey of Generative Adversarial Networks (GANs) in Cybersecurity Intrusion Detection. IEEE Access Aeryn Dunmore, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
2023	J	`jnl`	Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods. CoRR Yuanyuan Wei, Julian Jang-Jaccard, Amardeep Singh, Fariza Sabrina, Seyit Camtepe
2023	Misc	`conf`	Clustering-TinyPointNet for Fast Large-scale Point Cloud Semantic Segmentation. DICTA Zhenglin Wang, Kerry B. Walsh, Fariza Sabrina, Lasitha Piyathilaka, Yufeng Lin
2023	—	`conf`	Empowering Patients to Delegate and Revoke Access to Blockchain-based Electronic Health Records. ACSW Fariza Sabrina, Tony Sahama, Md. Mamunur Rashid, Steven Gordon
2023	J	`jnl`	Ensemble Learning based Anomaly Detection for IoT Cybersecurity via Bayesian Hyperparameters Sensitivity Analysis. CoRR Tin Lai, Farnaz Farid, Abubakar Bello, Fariza Sabrina
2023	J	`jnl`	Generative Adversarial Networks for Malware Detection: a Survey. CoRR Aeryn Dunmore, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
2023	J	`jnl`	IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset. J. Big Data Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak
2023	C	`conf`	Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset. CSCWD Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
2023	J	`jnl`	Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data. CoRR Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Wen Xu, Seyit Camtepe, Aeryn Dunmore
2022	J	`jnl`	A Blockchain Based Secure IoT System Using Device Identity Management. Sensors Fariza Sabrina, Nan Li, Shaleeza Sohail
2022	—	`conf`	AI and Fake News: A Conceptual Framework for Fake News Detection. CSW Leila Ameli, Md Shah Alam Chowdhury, Farnaz Farid, Abubakar Bello, Fariza Sabrina, Alana Maurushat
2022	J	`jnl`	Artificial Intelligence-Enabled DDoS Detection for Blockchain-Based Smart Transport Systems. Sensors Tong Liu, Fariza Sabrina, Julian Jang-Jaccard, Wen Xu, Yuanyuan Wei
2022	Misc	`conf`	Can Language Models Help in System Security? Investigating Log Anomaly Detection using BERT. ALTA Crispin Almodovar, Fariza Sabrina, Sarvnaz Karimi, Salahuddin A. Azad
2022	J	`jnl`	Explainable and Optimally Configured Artificial Neural Networks for Attack Detection in Smart Homes. CoRR Shaleeza Sohail, Zongwen Fan, Xin Gu, Fariza Sabrina
2022	J	`jnl`	IGRF-RFE: A Hybrid Feature Selection Method for MLP-based Network Intrusion Detection on UNSW-NB15 Dataset. CoRR Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak
2022	J	`jnl`	Improved Bidirectional GAN-Based Approach for Network Intrusion Detection Using One-Class Classifier. Comput. Wen Xu, Julian Jang-Jaccard, Tong Liu, Fariza Sabrina, Jin Kwak
2022	J	`jnl`	Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset. CoRR Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
2022	J	`jnl`	LSTM-Autoencoder based Anomaly Detection for Indoor Air Quality Time Series Data. CoRR Yuanyuan Wei, Julian Jang-Jaccard, Wen Xu, Fariza Sabrina, Seyit Camtepe, Mikael Boulic
2022	J	`jnl`	Multi-tiered Artificial Neural Networks model for intrusion detection in smart homes. Intell. Syst. Appl. Shaleeza Sohail, Zongwen Fan, Xin Gu, Fariza Sabrina
2022	J	`jnl`	Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection. CoRR Wen Xu, Julian Jang-Jaccard, Tong Liu, Fariza Sabrina
2021	J	`jnl`	A Smart Biometric Identity Management Framework for Personalised IoT and Cloud Computing-Based Healthcare Services. Sensors Farnaz Farid, Mahmoud Elkhodr, Fariza Sabrina, Farhad Ahamed, Ergun Gide
2021	J	`jnl`	AE-MLP: A Hybrid Deep Learning Approach for DDoS Detection and Classification. IEEE Access Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Amardeep Singh, Wen Xu, Seyit Camtepe
2021	J	`jnl`	Entitlement-Based Access Control for Smart Cities Using Blockchain. Sensors Fariza Sabrina, Julian Jang-Jaccard
2021	J	`jnl`	Improving Performance of Autoencoder-Based Network Anomaly Detection on NSL-KDD Dataset. IEEE Access Wen Xu, Julian Jang-Jaccard, Amardeep Singh, Yuanyuan Wei, Fariza Sabrina
2021	—	`conf`	MSD-Kmeans: A Hybrid Algorithm for Efficient Detection of Global and Local Outliers. BigDataSE Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh
2021	Misc	`conf`	Performance Enhancement of Intrusion Detection System Using Machine Learning Algorithms with Feature Selection. ITNAC Anuradha Samkham Raju, Md. Mamunur Rashid, Fariza Sabrina
2020	J	`jnl`	Large-Scale Outlier Detection for Low-Cost PM₁₀ Sensors. IEEE Access Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Hooman Alavizadeh
2019	Misc	`conf`	A Novel Entitlement-based Blockchain-enabled Security Architecture for IoT. ITNAC Fariza Sabrina
2019	B	`conf`	Blockchain and Structural Relationship Based Access Control for IoT: A Smart City Use Case. LCN Fariza Sabrina
2019	J	`jnl`	MSD-Kmeans: A Novel Algorithm for Efficient Detection of Global and Local Outliers. CoRR Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh
2016	J	`jnl`	Effectiveness of Problem-Based Learning Implementation. Int. J. Qual. Assur. Eng. Technol. Educ. Savitri Bevinakoppa, Biplob Ray, Fariza Sabrina
2010	J	`jnl`	A novel resource scheduling algorithm for QoS-aware services on the Internet. Comput. Electr. Eng. Fariza Sabrina
2010	B	`conf`	Improving Performance of Multimedia Applications in Distributed Collaborative Environment. GLOBECOM Fariza Sabrina
2009	B	`conf`	Priority Based Dynamic Rate Control for VoIP Traffic. GLOBECOM Fariza Sabrina, Jean-Marc Valin
2009	B	`conf`	Rate and delay controlled core networks: An experimental demonstration. IWQoS Zvi Rosberg, Fariza Sabrina, Sheldon Dealy, John Matthews, Craig Russell
2009	J	`jnl`	Rate control of multi class priority flows with end-to-end delay and rate constraints for QoS networks. Comput. Networks Zvi Rosberg, Fariza Sabrina
2008	B	`conf`	Adaptive Rate Control for Aggregated VoIP Traffic. GLOBECOM Fariza Sabrina, Jean-Marc Valin
2007	J	`jnl`	Design, Analysis and Implementation of a Novel Multiple Resource Scheduler. IEEE Trans. Computers Fariza Sabrina, Salil S. Kanhere, Sanjay K. Jha
2007	J	`jnl`	Design, Analysis, and Implementation of a Novel Low Complexity Scheduler for Joint Resource Allocation. IEEE Trans. Parallel Distributed Syst. Fariza Sabrina, Salil S. Kanhere, Sanjay K. Jha
2007	—	`conf`	QoS Aware Dynamic Flow Control in Virtual Private Network. ICC Fariza Sabrina, Glynn Rogers
2005	B	`conf`	Implementation and Performance Analysis of a Packet Scheduler on a Programmable Network Processor. LCN Fariza Sabrina, Salil S. Kanhere, Sanjay K. Jha
2005	J	`jnl`	Processing resource scheduling in programmable networks. Comput. Commun. Fariza Sabrina, Cong Duc Nguyen, Sanjay K. Jha, Don Platt, Farzad Safaei
2004	—	`conf`	A composite scheduling algorithm for programmable networks. ICC Fariza Sabrina, Sanjay K. Jha
2003	J	`jnl`	An Adaptive Resource Management Architecture for Active Networks. Telecommun. Syst. Fariza Sabrina, Sanjay K. Jha
2003	B	`conf`	Scheduling Resources in Programmable and Active Networks Based on Adaptive Estimations. LCN Fariza Sabrina, Sanjay K. Jha