Postdoctoral Research Fellow
School of Computer Science
Faculty of Engineering, Computer and Mathematical Sciences
Eligible to supervise Masters and PhD (as Co-Supervisor) - email supervisor to discuss availability.
I am a Research Fellow a.k.a. Postdoc at CREST research group, School of Computer Science, University of Adelaide, Australia. I am passionate about research, eager to learn new things and explore the area of software engineering, cybersecurity, and artificial intelligence. I am interested in the application of natural language processing and machine learning in software engineering and cybersecurity. I have completed my Ph.D. from the same research group in collaboration with CSIRO's Data61 Distributed System Security Group, Australia in December 2020. In my PhD, I particularly worked on the domain of security orchestration and automation which is focused on providing architecture support for security orchestration and automation systems using advanced software engineering technologies. Security orchestration and automation aim at integrating different types of multivendor security software used by security operation centers to automate and accelerate the security incident response process. The research has leveraged existing software engineering, analytical reasoning, natural language processing and machine learning tools and techniques to develop an intelligent self-adaptive security orchestration and automation platform.
Date Position Institution name 2021 Postdoctoral Researcher University of Adelaide
Language Competency Bengali Can read, write, speak and understand spoken English Can read, write, speak, understand spoken and peer review
Date Institution name Country Title 2017 - 2020 University of Adelaide Australia PhD 2013 - 2015 University of Dhaka Bangladesh Masters of Computer Science and Engineering
Year Citation 2019 Islam, C., Babar, M. A., & Nepal, S. (2019). A multi-vocal review of security orchestration. ACM Computing Surveys, 52(2), 45 pages.
DOI Scopus14 WoS10
Year Citation 2020 Islam, C., Babar, M. A., & Nepal, S. (2020). Architecture-centric support for integrating security tools in a security orchestration platform. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 12292 LNCS (pp. 165-181). Switzerland: Springer Nature.
2019 Islam, C., Babar, M. A., & Nepal, S. (2019). Automated Interpretation and Integration of Security Tools Using Semantic Knowledge. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 11483 LNCS (pp. 513-528). Switzerland: Springer.
DOI Scopus1 WoS1
2019 Islam, C., Babar, M., & Nepal, S. (2019). An ontology-driven approach to automating the process of integrating security software systems. In Proceedings - 2019 IEEE/ACM International Conference on Software and System Processes, ICSSP 2019 (pp. 54-63). online: IEEE.
Year Citation 2021 Islam, C. (2021). Architecture-centric support for security orchestration and automation.. (PhD Thesis).
Current Higher Degree by Research Supervision (University of Adelaide)
Date Role Research Topic Program Degree Type Student Load Student Name 2021 Co-Supervisor User Behavioural Analytics for Healthcare Security Doctor of Philosophy Doctorate Full Time Isuru Mahagani Arachchige
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