Fariza Sabrina

1.9k total citations · 2 hit papers
55 papers, 1.1k citations indexed

About

Fariza Sabrina is a scholar working on Computer Networks and Communications, Artificial Intelligence and Information Systems. According to data from OpenAlex, Fariza Sabrina has authored 55 papers receiving a total of 1.1k indexed citations (citations by other indexed papers that have themselves been cited), including 38 papers in Computer Networks and Communications, 25 papers in Artificial Intelligence and 13 papers in Information Systems. Recurrent topics in Fariza Sabrina's work include Network Security and Intrusion Detection (16 papers), Anomaly Detection Techniques and Applications (16 papers) and Network Traffic and Congestion Control (14 papers). Fariza Sabrina is often cited by papers focused on Network Security and Intrusion Detection (16 papers), Anomaly Detection Techniques and Applications (16 papers) and Network Traffic and Congestion Control (14 papers). Fariza Sabrina collaborates with scholars based in Australia, New Zealand and South Korea. Fariza Sabrina's co-authors include Julian Jang‐Jaccard, Wen Xu, Yuanyuan Wei, Amardeep Singh, Shaleeza Sohail, Seyit Camtepe, Jin Kwak, Salahuddin Azad, Jinting Zhu and Mikael Boulic and has published in prestigious journals such as IEEE Access, Sensors and International Journal of Environmental Research and Public Health.

In The Last Decade

Fariza Sabrina

53 papers receiving 1.0k citations

Hit Papers

2 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset

2023 179 citations Julian Jang‐Jaccard, Wen Xu et al. Journal Of Big Data profile →
LSTM-Autoencoder-Based Anomaly Detection for Indoor Air Quality Time-Series Data

2023 125 citations Yuanyuan Wei, Julian Jang‐Jaccard et al. IEEE Sensors Journal profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Fariza Sabrina Australia	16	623	566	321	158	111	55	1.1k
Azidine Guezzaz Morocco	18	742 1.2×	555 1.0×	407 1.3×	151 1.0×	88 0.8×	50	964
Virender Ranga India	22	1.4k 2.3×	713 1.3×	560 1.7×	218 1.4×	169 1.5×	96	1.7k
Riaz Ahmed Shaikh China	19	822 1.3×	416 0.7×	145 0.5×	254 1.6×	266 2.4×	92	1.3k
Yadigar İmamverdiyev Azerbaijan	12	291 0.5×	254 0.4×	164 0.5×	191 1.2×	42 0.4×	48	829
Sachin Kumar India	21	496 0.8×	468 0.8×	112 0.3×	542 3.4×	238 2.1×	110	1.3k
Mohammed J. F. Alenazi Saudi Arabia	17	649 1.0×	215 0.4×	133 0.4×	120 0.8×	237 2.1×	117	984
Adel Binbusayyis Saudi Arabia	15	319 0.5×	341 0.6×	145 0.5×	94 0.6×	46 0.4×	40	715
Harsha Kalutarage United Kingdom	12	411 0.7×	307 0.5×	268 0.8×	206 1.3×	167 1.5×	43	825
François Carrez United Kingdom	14	441 0.7×	220 0.4×	143 0.4×	171 1.1×	154 1.4×	36	766
Emiliano Tramontana Italy	15	240 0.4×	264 0.5×	86 0.3×	277 1.8×	94 0.8×	126	746

Countries citing papers authored by Fariza Sabrina

Since Specialization

Citations

This map shows the geographic impact of Fariza Sabrina's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Fariza Sabrina with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Fariza Sabrina more than expected).

Fields of papers citing papers by Fariza Sabrina

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Fariza Sabrina. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Fariza Sabrina. The network helps show where Fariza Sabrina may publish in the future.

Co-authorship network of co-authors of Fariza Sabrina

This figure shows the co-authorship network connecting the top 25 collaborators of Fariza Sabrina. A scholar is included among the top collaborators of Fariza Sabrina based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Fariza Sabrina. Fariza Sabrina is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Tariq, Umair Ullah, Fariza Sabrina, Md. Mamunur Rashid, et al.. (2025). Blockchain-Based Secured Data Sharing in Healthcare: A Systematic Literature Review. IEEE Access. 13. 45415–45435. 4 indexed citations

Chugh, Ritesh, Darren Turnbull, Fariza Sabrina, et al.. (2025). Generative AI as a learning assistant in ICT education: student perspectives and educational implications. Education and Information Technologies. 30(16). 23693–23728. 1 indexed citations

Hardy, James, et al.. (2024). Behind the Code: Identifying Zero-Day Exploits in WordPress. Future Internet. 16(7). 256–256. 1 indexed citations

Lai, Tin, et al.. (2024). Ensemble learning based anomaly detection for IoT cybersecurity via Bayesian hyperparameters sensitivity analysis. Cybersecurity. 7(1). 16 indexed citations

Wei, Yuanyuan, Julian Jang‐Jaccard, Wen Xu, et al.. (2023). LSTM-Autoencoder-Based Anomaly Detection for Indoor Air Quality Time-Series Data. IEEE Sensors Journal. 23(4). 3787–3800. 125 indexed citations breakdown →

Jang‐Jaccard, Julian, et al.. (2023). A Comprehensive Survey of Generative Adversarial Networks (GANs) in Cybersecurity Intrusion Detection. IEEE Access. 11. 76071–76094. 52 indexed citations

Jang‐Jaccard, Julian, et al.. (2023). MAGNETO and DeepInsight: Extended Image Translation with Semantic Relationships for Classifying Attack Data with Machine Learning Models. Electronics. 12(16). 3463–3463. 3 indexed citations

Sabrina, Fariza, Tony Sahama, Md. Mamunur Rashid, & Steven Gordon. (2023). Empowering Patients to Delegate and Revoke Access to Blockchain-based Electronic Health Records. 66–71. 2 indexed citations

Jang‐Jaccard, Julian, Wen Xu, Amardeep Singh, et al.. (2023). IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset. Journal Of Big Data. 10(1). 179 indexed citations breakdown →

10.

Xu, Wen, Julian Jang‐Jaccard, Tong Liu, Fariza Sabrina, & Jin Kwak. (2022). Improved Bidirectional GAN-Based Approach for Network Intrusion Detection Using One-Class Classifier. Computers. 11(6). 85–85. 27 indexed citations

11.

Sabrina, Fariza, Nan Li, & Shaleeza Sohail. (2022). A Blockchain Based Secure IoT System Using Device Identity Management. Sensors. 22(19). 7535–7535. 18 indexed citations

12.

Sohail, Shaleeza, Zongwen Fan, Xin Gu, & Fariza Sabrina. (2022). Multi-tiered Artificial Neural Networks model for intrusion detection in smart homes. Intelligent Systems with Applications. 16. 200152–200152. 15 indexed citations

13.

Xu, Wen, Julian Jang‐Jaccard, Amardeep Singh, Yuanyuan Wei, & Fariza Sabrina. (2021). Improving Performance of Autoencoder-Based Network Anomaly Detection on NSL-KDD Dataset. IEEE Access. 9. 140136–140146. 142 indexed citations

14.

Sabrina, Fariza & Julian Jang‐Jaccard. (2021). Entitlement-Based Access Control for Smart Cities Using Blockchain. Sensors. 21(16). 5264–5264. 11 indexed citations

15.

Liu, Tong, Fariza Sabrina, Julian Jang‐Jaccard, Wen Xu, & Yuanyuan Wei. (2021). Artificial Intelligence-Enabled DDoS Detection for Blockchain-Based Smart Transport Systems. Sensors. 22(1). 32–32. 28 indexed citations

16.

Wei, Yuanyuan, Julian Jang‐Jaccard, Fariza Sabrina, et al.. (2021). AE-MLP: A Hybrid Deep Learning Approach for DDoS Detection and Classification. IEEE Access. 9. 146810–146821. 111 indexed citations

17.

Sabrina, Fariza & Jean-Marc Valin. (2009). Priority Based Dynamic Rate Control for VoIP Traffic. Acquire (CQUniversity). 1–8. 5 indexed citations

18.

Sabrina, Fariza, et al.. (2007). QoS Aware Dynamic Flow Control in Virtual Private Network. 272–278.

19.

Sabrina, Fariza, Salil S. Kanhere, & Sanjay Jha. (2007). Design, Analysis and Implementation of a Novel Multiple Resource Scheduler. IEEE Transactions on Computers. 56(8). 1071–1086. 3 indexed citations

20.

Sabrina, Fariza & Sanjay Jha. (2004). A composite scheduling algorithm for programmable networks. 2003–2008 Vol.4. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact