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Fariza Sabrina
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- affiliation: Central Queensland University, Australia
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2020 – today
- 2024
- [j22]Umair Ullah Tariq, Haider Ali, Muhammad Shahroz Nadeem, Syed Roohullah Jan, Fariza Sabrina, Srimannarayana Grandhi, Zhenglin Wang, Lu Liu:
Energy-Aware Successor Tree Consistent EDF Scheduling for PCTGs on MPSoCs. IEEE Access 12: 75761-75780 (2024) - [j21]Tin Lai, Farnaz Farid, Abubakar Bello, Fariza Sabrina:
Ensemble learning based anomaly detection for IoT cybersecurity via Bayesian hyperparameters sensitivity analysis. Cybersecur. 7(1): 44 (2024) - [j20]Mohamed Azarudheen Mohamed Mohideen, Muhammad Shahroz Nadeem, James Hardy, Haider Ali, Umair Ullah Tariq, Fariza Sabrina, Muhammad Waqar, Salman Ahmed:
Behind the Code: Identifying Zero-Day Exploits in WordPress. Future Internet 16(7): 256 (2024) - [j19]Crispin Almodovar, Fariza Sabrina, Sarvnaz Karimi, Salahuddin A. Azad:
LogFiT: Log Anomaly Detection Using Fine-Tuned Language Models. IEEE Trans. Netw. Serv. Manag. 21(2): 1715-1723 (2024) - 2023
- [j18]Aeryn Dunmore, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak:
A Comprehensive Survey of Generative Adversarial Networks (GANs) in Cybersecurity Intrusion Detection. IEEE Access 11: 76071-76094 (2023) - [j17]Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak:
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset. J. Big Data 10(1): 15 (2023) - [c16]Fariza Sabrina, Tony Sahama, Md. Mamunur Rashid, Steven Gordon:
Empowering Patients to Delegate and Revoke Access to Blockchain-based Electronic Health Records. ACSW 2023: 66-71 - [c15]Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak:
Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset. CSCWD 2023: 423-431 - [c14]Zhenglin Wang, Kerry B. Walsh, Fariza Sabrina, Lasitha Piyathilaka, Yufeng Lin:
Clustering-TinyPointNet for Fast Large-scale Point Cloud Semantic Segmentation. DICTA 2023: 229-236 - [i10]Aeryn Dunmore, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak:
Generative Adversarial Networks for Malware Detection: a Survey. CoRR abs/2302.08558 (2023) - [i9]Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Wen Xu, Seyit Camtepe, Aeryn Dunmore:
Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data. CoRR abs/2305.09475 (2023) - [i8]Yuanyuan Wei, Julian Jang-Jaccard, Amardeep Singh, Fariza Sabrina, Seyit Camtepe:
Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods. CoRR abs/2306.17190 (2023) - [i7]Tin Lai, Farnaz Farid, Abubakar Bello, Fariza Sabrina:
Ensemble Learning based Anomaly Detection for IoT Cybersecurity via Bayesian Hyperparameters Sensitivity Analysis. CoRR abs/2307.10596 (2023) - 2022
- [j16]Wen Xu, Julian Jang-Jaccard, Tong Liu, Fariza Sabrina, Jin Kwak:
Improved Bidirectional GAN-Based Approach for Network Intrusion Detection Using One-Class Classifier. Comput. 11(6): 85 (2022) - [j15]Shaleeza Sohail, Zongwen Fan, Xin Gu, Fariza Sabrina:
Multi-tiered Artificial Neural Networks model for intrusion detection in smart homes. Intell. Syst. Appl. 16: 200152 (2022) - [j14]Tong Liu, Fariza Sabrina, Julian Jang-Jaccard, Wen Xu, Yuanyuan Wei:
Artificial Intelligence-Enabled DDoS Detection for Blockchain-Based Smart Transport Systems. Sensors 22(1): 32 (2022) - [j13]Fariza Sabrina, Nan Li, Shaleeza Sohail:
A Blockchain Based Secure IoT System Using Device Identity Management. Sensors 22(19): 7535 (2022) - [c13]Leila Ameli, Md Shah Alam Chowdhury, Farnaz Farid, Abubakar Bello, Fariza Sabrina, Alana Maurushat:
AI and Fake News: A Conceptual Framework for Fake News Detection. CSW 2022: 34-39 - [i6]Wen Xu, Julian Jang-Jaccard, Tong Liu, Fariza Sabrina:
Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection. CoRR abs/2202.01332 (2022) - [i5]Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak:
IGRF-RFE: A Hybrid Feature Selection Method for MLP-based Network Intrusion Detection on UNSW-NB15 Dataset. CoRR abs/2203.16365 (2022) - [i4]Yuanyuan Wei, Julian Jang-Jaccard, Wen Xu, Fariza Sabrina, Seyit Camtepe, Mikael Boulic:
LSTM-Autoencoder based Anomaly Detection for Indoor Air Quality Time Series Data. CoRR abs/2204.06701 (2022) - [i3]Shaleeza Sohail, Zongwen Fan, Xin Gu, Fariza Sabrina:
Explainable and Optimally Configured Artificial Neural Networks for Attack Detection in Smart Homes. CoRR abs/2205.08043 (2022) - [i2]Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak:
Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset. CoRR abs/2208.09711 (2022) - 2021
- [j12]Wen Xu, Julian Jang-Jaccard, Amardeep Singh, Yuanyuan Wei, Fariza Sabrina:
Improving Performance of Autoencoder-Based Network Anomaly Detection on NSL-KDD Dataset. IEEE Access 9: 140136-140146 (2021) - [j11]Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Amardeep Singh, Wen Xu, Seyit Camtepe:
AE-MLP: A Hybrid Deep Learning Approach for DDoS Detection and Classification. IEEE Access 9: 146810-146821 (2021) - [j10]Farnaz Farid, Mahmoud Elkhodr, Fariza Sabrina, Farhad Ahamed, Ergun Gide:
A Smart Biometric Identity Management Framework for Personalised IoT and Cloud Computing-Based Healthcare Services. Sensors 21(2): 552 (2021) - [j9]Fariza Sabrina, Julian Jang-Jaccard:
Entitlement-Based Access Control for Smart Cities Using Blockchain. Sensors 21(16): 5264 (2021) - [c12]Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh:
MSD-Kmeans: A Hybrid Algorithm for Efficient Detection of Global and Local Outliers. BigDataSE 2021: 87-94 - [c11]Anuradha Samkham Raju, Md. Mamunur Rashid, Fariza Sabrina:
Performance Enhancement of Intrusion Detection System Using Machine Learning Algorithms with Feature Selection. ITNAC 2021: 34-39 - 2020
- [j8]Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Hooman Alavizadeh:
Large-Scale Outlier Detection for Low-Cost PM₁₀ Sensors. IEEE Access 8: 229033-229042 (2020)
2010 – 2019
- 2019
- [c10]Fariza Sabrina:
A Novel Entitlement-based Blockchain-enabled Security Architecture for IoT. ITNAC 2019: 1-7 - [c9]Fariza Sabrina:
Blockchain and Structural Relationship Based Access Control for IoT: A Smart City Use Case. LCN 2019: 137-140 - [i1]Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh:
MSD-Kmeans: A Novel Algorithm for Efficient Detection of Global and Local Outliers. CoRR abs/1910.06588 (2019) - 2016
- [j7]Savitri Bevinakoppa, Biplob Ray, Fariza Sabrina:
Effectiveness of Problem-Based Learning Implementation. Int. J. Qual. Assur. Eng. Technol. Educ. 5(3): 46-58 (2016) - 2010
- [j6]Fariza Sabrina:
A novel resource scheduling algorithm for QoS-aware services on the Internet. Comput. Electr. Eng. 36(4): 718-734 (2010) - [c8]Fariza Sabrina:
Improving Performance of Multimedia Applications in Distributed Collaborative Environment. GLOBECOM 2010: 1-6
2000 – 2009
- 2009
- [j5]Zvi Rosberg, Fariza Sabrina:
Rate control of multi class priority flows with end-to-end delay and rate constraints for QoS networks. Comput. Networks 53(16): 2810-2824 (2009) - [c7]Fariza Sabrina, Jean-Marc Valin:
Priority Based Dynamic Rate Control for VoIP Traffic. GLOBECOM 2009: 1-8 - [c6]Zvi Rosberg, Fariza Sabrina, Sheldon Dealy, John Matthews, Craig Russell:
Rate and delay controlled core networks: An experimental demonstration. IWQoS 2009: 1-9 - 2008
- [c5]Fariza Sabrina, Jean-Marc Valin:
Adaptive Rate Control for Aggregated VoIP Traffic. GLOBECOM 2008: 1405-1410 - 2007
- [j4]Fariza Sabrina, Salil S. Kanhere, Sanjay K. Jha:
Design, Analysis and Implementation of a Novel Multiple Resource Scheduler. IEEE Trans. Computers 56(8): 1071-1086 (2007) - [j3]Fariza Sabrina, Salil S. Kanhere, Sanjay K. Jha:
Design, Analysis, and Implementation of a Novel Low Complexity Scheduler for Joint Resource Allocation. IEEE Trans. Parallel Distributed Syst. 18(6): 749-762 (2007) - [c4]Fariza Sabrina, Glynn Rogers:
QoS Aware Dynamic Flow Control in Virtual Private Network. ICC 2007: 272-278 - 2005
- [j2]Fariza Sabrina, Cong Duc Nguyen, Sanjay K. Jha, Don Platt, Farzad Safaei:
Processing resource scheduling in programmable networks. Comput. Commun. 28(6): 676-687 (2005) - [c3]Fariza Sabrina, Salil S. Kanhere, Sanjay K. Jha:
Implementation and Performance Analysis of a Packet Scheduler on a Programmable Network Processor. LCN 2005: 242-249 - 2004
- [c2]Fariza Sabrina, Sanjay K. Jha:
A composite scheduling algorithm for programmable networks. ICC 2004: 2003-2008 - 2003
- [j1]Fariza Sabrina, Sanjay K. Jha:
An Adaptive Resource Management Architecture for Active Networks. Telecommun. Syst. 24(2-4): 139-166 (2003) - [c1]Fariza Sabrina, Sanjay K. Jha:
Scheduling Resources in Programmable and Active Networks Based on Adaptive Estimations. LCN 2003: 2-11
Coauthor Index
aka: Julian Jang-Jaccard
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last updated on 2024-12-10 21:41 CET by the dblp team
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