Research output per year
Research output per year
Personal profile
Completed Supervisions
- Falak Nawaz (UNSW, 2019)
Thesis Title: "A proactive event-driven approach for dynamic QoS attribute-driven SLA management in business applications" - Ahmad Mohsin (ECU, 2021)
Thesis Title: "A framework to support the stochastic software architecture modeling and analysis for system of systems" - Ali Hur (ECU, 2024)
Thesis Title: A Framework to Support Autonomous Construction of Knowledge Graphs from Unstructured Text" - Fouzia Altaf (ECU, 2022 )
Thesis Title: "Augmented Deep Learning-Based Detection and Classification for Medical Image Analysis"
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Supervision
- Registered
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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
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A Framework for SLA Violation Prevention in Cloud of Things Environment
Nawaz, F., Janjua, N. K. & Hussain, O. K., 2025, Lecture Notes on Data Engineering and Communications Technologies. Barolli, L. (ed.). Cham, Switzerland: Springer Science and Business Media Deutschland GmbH, Vol. 7. p. 129-142 14 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 251).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Open Access -
Deep learning for land use classification: a systematic review of HS-LiDAR imagery
Rehman, M. Z. U., Islam, S. M. S., Blake, D., Ulhaq, A. & Janjua, N., Sept 2025, In: ARTIFICIAL INTELLIGENCE REVIEW. 58, 9, 43 p., 272.Research output: Contribution to journal › Article › peer-review
Open AccessFile42 Downloads (Pure) -
Detection of on-manifold adversarial attacks via latent space transformation
Al-Fawa'reh, M., Abu-khalaf, J., Janjua, N. & Szewczyk, P., Jul 2025, In: Computers and Security. 154, 15 p., 104431.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Effective Land Use Classification through Hybrid Transformer Using Remote Sensing Imagery
Rehman, M. Z. U., Islam, S. M. S., Ulhaq, A., Blake, D. & Janjua, N., 2025, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 18, p. 2252-2268 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)37 Downloads (Pure) -
On and off the manifold: Generation and Detection of adversarial attacks in IIoT networks
Al-Fawa'reh, M., Abu-khalaf, J., Janjua, N. & Szewczyk, P., Mar 2025, In: JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. 235, 22 p., 104102.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus)