Projects per year
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Dive into the research topics where Information Technology is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Professor Mamoun Alazab
- Faculty of Science and Technology, Information Technology - Professor - Information Technology
Person: Research and Teaching
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Sami Azam
- Faculty of Science and Technology, Information Technology - Professor - Information Technology
Person: Research and Teaching
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Asif Karim
- Faculty of Science and Technology, Information Technology - Lecturer in Information Technology
Person: Research and Teaching
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Cat Kutay
- Faculty of Science and Technology, Information Technology - Senior Lecturer in Information Technology
Person: Research and Teaching
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Yakub Sebastian
- Faculty of Science and Technology, Information Technology - Lecturer - Information Technology
Person: Research and Teaching
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Thuseethan Selvarajah
- Faculty of Science and Technology, Information Technology - Lecturer Information Technology
Person: Research and Teaching
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Niusha Shafi Abady
- Faculty of Science and Technology, Information Technology - Adjunct Associate Professor
Person: Research and Teaching
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Bharanidharan Shanmugam
- Faculty of Science and Technology, Information Technology - Associate Professor - Information Technology
Person: Research and Teaching
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Charles Yeo
- Faculty of Science and Technology, Information Technology - Senior Lecturer - Information Technology
Person: Research and Teaching
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Yan Zhang
- Faculty of Science and Technology, Information Technology - Lecturer Information Technology
Person: Research and Teaching
Research units
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Building supply chain resilience in health care for remote and very remote Indigenous communities in the Northern Territory
Campbell, H. (Principal Investigator/Chief Investigator A), Bosiocic, V. (Co Investigator/Chief Investigator B), Ramsey, R. (Chief Investigator C) & Alazab, M. (Chief Investigator D)
25/11/22 → 31/12/25
Project: Research
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Cyber Territory Skills Hub
Schwellnus, T. (Principal Investigator/Chief Investigator A), Alazab, M. (Principal Investigator/Chief Investigator A), Azam, S. (Chief Investigator C), Shanmugam, B. (Chief Investigator D), Thomson, S. (Chief Investigator E) & Hamilton, M. (Other)
8/03/23 → 14/08/25
Project: Research
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Desktop and literature review - future directions of digital printing
Shanmugam, B. (Principal Investigator/Chief Investigator A), Krishnan, K. (Co Investigator/Chief Investigator B) & Ramsey, R. (Project Manager)
6/10/23 → 28/02/24
Project: Research
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DP240101952 First Nations AI: Country, Climate, Communication
Bidwell, N. (Principal Investigator/Chief Investigator A) & Bird, S. (Co Investigator/Chief Investigator B)
1/07/24 → 30/06/27
Project: Research
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DP240102733 The demographic consequences of extreme weather events in Australia
Zander, K. (Principal Investigator/Chief Investigator A), Alazab, M. (Co Investigator/Chief Investigator B) & Taylor, A. (Chief Investigator C)
1/01/24 → 31/12/26
Project: Research
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Implementing DevSecOps and Securing Applications in Banking & Financial Services Industry
Shanmugam, B. (Principal Investigator/Chief Investigator A) & Mohammed, K. I. (Student Investigator)
Project: HDR Project › PhD
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Integrating emerging aviation technology into ghost-net detection, survey, and retrieval operations around the Groote Archipelago
Campbell, H. (Principal Investigator/Chief Investigator A), Alazab, M. (Principal Investigator/Chief Investigator A) & Azam, S. (Principal Investigator/Chief Investigator A)
1/03/23 → 31/05/25
Project: Research
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Machine Learning Diagnostics System for Bronchiectasis
Azam, S. (Principal Investigator/Chief Investigator A), De Boer, F. (Co Investigator/Chief Investigator B), Jonkman, M. (Chief Investigator C) & Karim, A. (Principal Investigator/Chief Investigator A)
1/07/22 → 31/12/23
Project: Research
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Renewables and Power Systems
Azam, S. (Principal Investigator/Chief Investigator A) & Thennadil, S. (Principal Investigator/Chief Investigator A)
10/12/24 → 30/11/29
Project: Research
Research output
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Cervical spine fracture detection utilizing YOLOv8 and deep attention-based vertebrae classification ensuring XAI
Sutradhar, D., Fahad, N. M., Khan Raiaan, M. A., Jonkman, M. & Azam, S., Mar 2025, In: Biomedical Signal Processing and Control. 101, p. 1-18 18 p., 107228.Research output: Contribution to journal › Article › peer-review
Open AccessFile30 Downloads (Pure) -
Engineering with Country: First Nations Engineering in Practice
Kutay, C., Boye , T., Payne, D., Harriden, K., Boase, J., Devarapu, S. R., McArdle, P., Bertei, S., Curtis, R., Burton, T. & Leigh, E., 2025, 1 ed. Darwin: Charles Darwin University. 246 p.Research output: Book/Report › Book
Open AccessFile22 Downloads (Pure) -
Erratum: Correction: Machine learning to predict virological failure among HIV patients on antiretroviral therapy in the University of Gondar Comprehensive and Specialized Hospital, in Amhara Region, Ethiopia, 2022 (BMC medical informatics and decision making (2023) 23 1 DOI: 10.1186/s12911-023-02167-7.)
Mamo, D. N., Melese Yilma, T., Tewelgne, M. F., Sebastian, Y., Bizuayehu, T., Sharew Melaku, M. & Damtew Walle, A., 25 Feb 2025, In: BMC Medical Informatics and Decision Making. 25, 1, p. 100 1 p.Research output: Contribution to journal › Comment/debate › peer-review
Open Access -
Resource constraint crop damage classification using depth channel shuffling
Islam, M. T., Swapnil, S. S., Billal, M. M., Karim, A., Shafiabady, N. & Hassan, M. M., 15 Mar 2025, In: Engineering Applications of Artificial Intelligence. 144, p. 1-19 19 p., 110117.Research output: Contribution to journal › Article › peer-review
Open AccessFile43 Downloads (Pure) -
Short Paper: Revealing the Self: Brainwave-Based Human Trait Identification
Islam, M. M., Uddin, M. N., Hasana, M., Pandit, D., Rahman, N. M., Chellappan, S., Azam, S. & Al Islam, A. B. M. A., 3 Jan 2025, Proceedings of the 2024 11th International Conference on Networking, Systems and Security, NSysS 2024. Bangladesh: Association for Computing Machinery, Inc, p. 228-233 6 p. (Proceedings of the 2024 11th International Conference on Networking, Systems and Security, NSysS 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review
Open AccessFile1 Downloads (Pure) -
Small Fault Sample Adversarial Generation and Diagnosis Method for Vehicular Energy Network
Pang, Y., Yang, D., Shojafar, M., Jin, S., Alazab, M., Wan, S. & Zhao, L., Jan 2025, (E-pub ahead of print) In: IEEE Transactions on Automation Science and Engineering. p. 1-14 14 p.Research output: Contribution to journal › Article › peer-review
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TCG-IDS: Robust Network Intrusion Detection via Temporal Contrastive Graph Learning
Wu, C., Sun, J., Chen, J., Alazab, M., Liu, Y. & Xiang, Y., 2025, In: IEEE Transactions on Information Forensics and Security. 20, p. 1475-1486 12 p.Research output: Contribution to journal › Article › peer-review
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A Comprehensive Investigation of Anomaly Detection Methods in Deep Learning and Machine Learning: 2019–2023
Kumari, S., Prabha, C., Karim, A., Hassan, M. M. & Azam, S., 25 Nov 2024, In: IET Information Security. 2024, 1, p. 1-26 26 p., 8821891.Research output: Contribution to journal › Review article › peer-review
Open AccessFile2 Citations (Scopus)34 Downloads (Pure) -
A cyberterrorist behind the keyboard: An automated text analysis for psycholinguistic profiling and threat assessment
Etaywe, A., Alazab, M. & Macfarlane, K., 3 Sept 2024, (E-pub ahead of print) In: Journal of Language Aggression and Conflict. p. 1-41 41 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)45 Downloads (Pure) -
A Deep Neural Network for Detecting Lung Cancer from CT Images
Thakur, A. K., Pal, J., Azam, S., Alam, M. N. & Mannan, Z. I., 2024, Proceedings of 3rd International Conference on Smart Computing and Cyber Security - Strategic Foresight, Security Challenges and Innovation SMARTCYBER 2023: Strategic Foresight, Security Challenges and Innovation (SMARTCYBER 2023). Pattnaik, P. K., Sain, M. & Al-Absi, A. A. (eds.). Singapore: Springer Science and Business Media Deutschland GmbH, Vol. 914. p. 435-446 12 p. (Lecture Notes in Networks and Systems; vol. 914 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review
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Advanced beamforming and reflection control in intelligent reflecting surfaces with integrated channel estimation
Monga, S., Singh, A. R., Saluja, N., Prabha, C., Malhotra, S., Karim, A. & Hassan, M. M., Dec 2024, In: IET Microwaves, Antennas and Propagation. 18, 12, p. 917-931 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Downloads (Pure) -
AI is everywhere – including countless applications you’ve likely never heard of
Shafiabady, N., 12 Feb 2024, The Conversation.Research output: Contribution to specialist publication › Article
Open Access -
AI is not a magic wand – it has built-in problems that are difficult to fix and can be dangerous
Shafiabady, N., 17 Jun 2024, The Conversation.Research output: Contribution to specialist publication › Article
Open Access -
A Lightweight Cooperative Intrusion Detection System for RPL-based IoT
Azzaoui, H., Boukhamla, A. Z. E., Perazzo, P., Alazab, M. & Ravi, V., Apr 2024, In: Wireless Personal Communications. 134, 4, p. 2235-2258 24 p.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
Artificial Intelligence-driven Advancements in Otitis Media Diagnosis: A Systematic Review
Rony, M. A. H., Fatema, K., Raiaan, M. A. K., Hassan, M. M., Azam, S., Karim, A., Jonkman, M., Beissbarth, J., Boer, F. D., Islam, S. M. S. & Leach, A., 26 Jul 2024, In: IEEE Access. 12, p. 99282-99307 26 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)219 Downloads (Pure) -
A Systematic Review and Comprehensive Analysis of AI-Enabled Re-Skilling and Upskilling in Education: Transformative Strategies for the Future
Al Tawara, A. M., El-Den, J., Gide, E. & Sebastian, Y., 2024, 2024 21st International Conference on Information Technology Based Higher Education and Training, ITHET 2024. Istanbul: IEEE, Institute of Electrical and Electronics Engineers, p. 1-10 10 p. (2024 21st International Conference on Information Technology Based Higher Education and Training, ITHET 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review
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Before applying AI to war, we’d better think about its limitations
Shafiabady, N., 17 May 2024, The Strategist.Research output: Contribution to specialist publication › Article
Open Access -
Behavior Based Group Recommendation from Social Media Dataset by Using Deep Learning and Topic Modeling
Mukta, M. S. H., Ahmed, J., Raiaan, M. A. K., Fahad, N. M., Islam, M. N., Imtiaz, N., Islam, M. A., Ali, M. E. & Azam, S., Aug 2024, In: SN Computer Science. 5, 6, p. 1-17 17 p., 712.Research output: Contribution to journal › Article › peer-review
Open AccessFile88 Downloads (Pure) -
BustedURL: Collaborative Multi-agent System for Real-Time Malicious URL Detection
Sundarraj, J. N., Zhang, Y., Itharaju, S. K. D., Saleh, A., Ahmed, S. & Azam, S., 13 Dec 2024, Databases Theory and Applications - 35th Australasian Database Conference, ADC 2024, Proceedings. Chen, T., Cao, Y., Nguyen, Q. V. H. & Nguyen, T. T. (eds.). Singapore: Springer Singapore, Vol. 15449. p. 463-476 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15449 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review
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Change Detection for Forest Ecosystems Using Remote Sensing Images with Siamese Attention U-Net
Hewarathna, A. I., Hamlin, L., Charles, J., Vigneshwaran, P., George, R., Thuseethan, S., Wimalasooriya, C. & Shanmugam, B., Sept 2024, In: Technologies. 12, 9, p. 1-21 21 p., 160.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)16 Downloads (Pure)