Cyber Security Research Group (CSRG)

Research output

Research output per year 1984 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022

• 7914 Citations
• 40 h-Index
• 632 Conference paper
• 466 Article
• 34 Chapter (peer-reviewed)
• 25 Chapter
• 124 More
  • 25 Abstract
  • 20 Editorial
  • 11 Presentation only
  • 10 Book
  • 10 Doctoral Thesis
  • 8 Edited book
  • 7 Review article
  • 6 Commissioned report
  • 5 Poster
  • 3 Other
  • 3 Comment/debate
  • 3 Letter
  • 2 Research report not released to public
  • 2 Chapter in textbook/reference book
  • 2 Other chapter contribution
  • 2 Working paper
  • 1 Textbook/Reference book
  • 1 Foreword/postscript
  • 1 Book/Film/Article review
  • 1 Literature review
  • 1 Featured article

Research output per year

Research output per year

Search results

• 2021

  Mental health and sensing

  Tushar, A. K., Kabir, A. & Ahmed, S. I., 2021, Signal processing techniques for computational health informatics. Ahad, M. A. R. & Ahmed, M. U. (eds.). Cham, Switzerland: Springer, p. 247-260 14 p. ( Intelligent Systems Reference Library; vol. 192).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Mental Health 100%
  • Technology 83%
  • Epidemics 55%
  • Research Personnel 22%
  • Therapeutics 15%

• Using Process Mining to Identify File System Metrics Impacted by Ransomware Execution

  Mahboubi, A., 2021, Lecture Notes in Computer Science.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

• 2020

  Applied Bayesian modeling for assessment of interpretation uncertainty in spatial domains

  McManus, S., Rahman, A., Horta, A. & Coombes, J., 2020, Statistics for data science and policy analysis. Rahman, A. (ed.). 1st ed. Singapore: Springer, p. 3-13 12 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • resource 100%
  • mineral resource 94%
  • public 90%
  • modeling 75%
  • mineralization 66%
  47 Downloads (Pure)

• Associated risk factors for acute malnutrition among rural Bangladeshi children: A cross-sectional analysis

  Rahman, M. A., Rahman, M. S. & Rahman, A., May 2020, Malnutrition: Prevalence, risk factors and outcomes. Rahman, A. (ed.). New York: Nova Science Publishers, p. 73-93 21 p. (Nutrition and Diet Research Progress).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Child Nutrition Disorders 100%
  • Bangladesh 99%
  • Malnutrition 78%
  • Cross-Sectional Studies 54%
  • Child 36%

• Data privacy and security in the cloud

  Padiet, P., Islam, R. & Rahman, A., 2020, Statistics for data science and policy analysis. Rahman, A. (ed.). Singapore: Springer, p. 173-183 11 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Privacy 100%
  • Cloud Services 72%
  • Confidentiality 34%
  • Cloud Computing 30%
  • Accountability 30%

• Estimation of child undernutrition at disaggregated administrative tiers of a north-eastern district of Bangladesh: An application of small area estimation method

  Das, S., Kumar, B., Hossain, M. Z., Rahman, S. T. & Rahman, A., 2020, Statistics for data science and policy analysis . Rahman, A. (ed.). Singapore: Springer, p. 267-281 15 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Bangladesh 100%
  • district 70%
  • nutrition situation 23%
  • World Bank 20%
  • natural disaster 18%

• Finite mixture modelling approach to identify factors affecting children ever born for 15-49 year old women in Asian country

  Karimuzzaman, M., Hossain, M. M. & Rahman, A., Apr 2020, Statistics for data science and policy analysis. Rahman, A. (ed.). Singapore: Springer, p. 221-236 16 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Bangladesh 100%
  • model form 49%
  • regression 42%
  • family size 37%
  • socioeconomic factors 35%

• Instagram photo-sharing and its relationships with social rewards and social connectedness

  Maclean, J., Al-Saggaf, Y. & Hogg, R., 2020, Human interaction, emerging technologies and future applications III: Proceedings of the 3rd International Conference on Human Interaction and Emerging Technologies: Future Applications (IHIET 2020), August 27-29, 2020, Paris, France. Ahram, T., Taiar, R., Langlois, K. & Choplin, A. (eds.). 1 ed. Cham, Switzerland: Springer, p. 231-237 7 p. (Advances in Intelligent Systems and Computing; vol. 1253 AISC).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Communication 100%

• Issues of disaster justice confronting local community leaders in disaster recovery

  Ingham, V., Islam, M. R., Hicks, J. & Burmeister, O., Jan 2020, Natural hazards and disaster justice : Challenges for Australia and its neighbours. Lukasiewicz, A. & Baldwin, C. (eds.). Singapore: Palgrave Macmillan, p. 221-238 18 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • disaster 100%
  • justice 83%
  • leader 75%
  • resilience 67%
  • social effects 35%

• Shaping the future of multidimensional project management in retail industry using statistical and big-data theories

  Hayes, J., Rahman, A. & Islam, R., 2020, Statistics for data science and policy analysis . Rahman, A. (ed.). Singapore: Springer, p. 347-360 14 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • project management 100%
  • industry 49%
  • project 42%
  • chaos theory 29%
  • time budget 15%
• 2019

  Positive vs. Negative emotions and network size: An exploratory study of twitter users

  Al-Saggaf, Y., Apr 2019, Developments in information security and cybernetic wars. Sarfraz, M. (ed.). USA: IGI Global, p. 284-297 14 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

• Understanding online radicalisation using data science

  Al-Saggaf, Y., 2019, Violent extremism: Breakthroughs in research and practice. Hershey, PA: IGI Global, p. 471-486 16 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • radicalization 100%
  • Secret police 46%
  • interactive media 29%
  • network analysis 28%
  • interaction 26%
• 2018

  Cybersecurity: Timeline malware analysis and classification

  Islam, MD. R., Apr 2018, Information security: Foundations, technologies and applications. Awad, A. I. & Fairhurst, M. (eds.). 1st ed. United Kingdom: Institution of Engineering and Technology (IET), p. 215-239 25 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Malware 100%
  • Security of data 86%
  • Information systems 14%

• Good governance and virtue in South Africa's cyber security policy implementation

  Burmeister, O., Phahlamohlaka, J. & Al-Saggaf, Y., 04 May 2018, Cyber security and threats: Concepts, methodologies, tools, and applications. I. R. M. A. (ed.). United States: IGI Global, p. 325-336 12 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Security of data 100%
  • Ethical aspects 69%
  • Internet 36%

• Professional ethics involving cyber security and autonomous robots

  Burmeister, O. K., Thomas, G. & Poulsen, A., Oct 2018, Information, communication and automation ethics in the knowledge society age: Ethical issues in the 21st Century. Tzafestas, S. G. (ed.). 1st ed. New York: Nova Science Publishers, p. 167-180 14 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Ethical aspects 100%
  • Security of data 72%
  • Robots 49%
  • Artificial intelligence 33%
  • Robotics 29%
• 2016

  Evolutionary landscape and management of population diversity

  Bhattacharya, M., 2016, Combinations of intelligent methods and applications: Proceedings of the 4th International Workshop, CIMA 2014, Limassol, Cyprus, November 2014 (at ICTAI 2014). Hatzilygeroudis, I., Palade, V. & Prentzas, J. (eds.). Switzerland: Springer-Verlag London Ltd., p. 1-18 18 p. (Smart Innovation, Systems and Technologies; vol. 46).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Evolutionary algorithms 100%
  • Genetic algorithms 38%
  1 Citation (Scopus)

  5 Downloads (Pure)

• Prediction and detection of epileptic seizure

  Parvez, M. & Paul, M., 2016, Biomedical image analysis and mining techniques for improved health outcomes. Abdessalem Karaa, W. B. & Dey, N. (eds.). United States: IGI Global, p. 314-336 18 p. (Advances in Bioinformatics and Biomedical Engineering (ABBE)).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Brain 100%
  • Accidents 48%
• 2015

  A Bayesian reweighting technique for small area estimation

  Rahman, A. & Upadhyay, S. K., 2015, Current trends in Bayesian methodology with applications. Singh, U., Loganathan, A., Upadhyay, S. K. & Dey, D. K. (eds.). 1st ed. Boca Raton, USA: CRC Press, p. 503-519 17 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

• Bioclimatic modelling: A machine learning perspective

  Bhattacharya, M., 2015, Innovations and advances in computing, informatics, systems sciences, networking and engineering. Sobh, T. & Elleithy, K. (eds.). 50 ed. Springer-Verlag London Ltd., Vol. 313. p. 413-421 9 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • machine learning 100%
  • modeling 41%
  • organism 34%
  • climate change 29%
  • invasive species 26%

• MIMO antenna design for future 5G wireless communication systems

  Khan, M., Islam, MD. R. & Aziz-ul-Haq, M., 2015, Software engineering, artificial intelligence, networking and parallel / distributed computing 2015. Lee, R. (ed.). Switzerland: Springer, p. 175-183 9 p. (Studies in Computational Intelligence; vol. 653).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Communication systems 100%
  • Antennas 81%
  • Antenna arrays 59%
  • Printed circuit boards 31%
  • Ultra-wideband (UWB) 29%
  2 Citations (Scopus)
• 2014

  SocioPlatform: A platform for social context-aware applications

  Kabir, M. A., Colman, A. & Han, J., 2014, Context in computing: A cross-disciplinary approach for modeling the real world. Brezillon, P. & Gonzalez, A. J. (eds.). Heidelberg, Germany: Springer, p. 291-308 18 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Mobile computing 100%

• Technological social inclusion of rural and regional seniors and well-being

  Burmeister, O., 2014, Rural lifestyles, community well-being and social change: Lessons from country Australia for global citizens. Ragusa, A. T. (ed.). Sharjah, UAE: Bentham Science Publishers, p. 338-379 42 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • inclusion 100%
  • well-being 97%
  • retirement 46%
  • village 40%
  • communication technology 39%
  3 Downloads (Pure)
• 2013

  An efficient attribute-based signature with application to secure attribute-based messaging system

  Yang, P. & Zia, T., 2013, Theory and practice of cryptography solutions for secure information systems. Elci, A., Pieprzyk, J., Chefranov, A., Orgun, M., Wang, H. & Shankaran, R. (eds.). 1st ed. United States: Information Science Reference, p. 159-177 18 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Secure communication 100%
  • Authentication 77%
  1 Citation (Scopus)

• Business benefits from keeping codes of ethics up to date

  Bowern, M. & Burmeister, O., 2013, Professionalism in the information and communication technology industry. Weckert, J. & Lucas, R. (eds.). Canberra, Australia: ANU E Press, p. 295-311 17 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  Open Access

  File
  85 Downloads (Pure)

• Computer vision-aided video coding

  Paul, M. & Lin, W., 2013, Advanced video communications over wireless networks. Zhu, C. & Li, Y. (eds.). Boca Raton, FL: CRC Press, p. 57-84 28 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Image coding 100%
  • Computer vision 84%
  • Wireless networks 78%
  • Computational complexity 61%
  • Image compression 50%
  2 Downloads (Pure)

• Correlation mining in graph databases with a new measure

  Samiullah, M., Ahmed, C. F., Nishi, M. A., Fariha, A., Abdullah, S. M. & Islam, MD. R., 2013, Web technologies and applications: 15th Asia-Pacific Web Conference, APWeb 2013, Sydney, Australia, April 4-6, 2013 proceedings . Ishikawa, Y., Li, J., Wang, W., Zhang, R. & Zhang, W. (eds.). Berlin : Springer-Verlag London Ltd., Vol. 7808. p. 88-95 8 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Graph Databases 100%
  • Data mining 59%
  3 Citations (Scopus)

  7 Downloads (Pure)

• Exploring timeline-based Malware classification

  Islam, MD. R., Altas, I. & Islam, S., 2013, Security and privacy protection in information processing systems : 28th IFIP TC 11 International Conference, SEC 2013, Auckland, New Zealand, July 8-10, 2013. Proceedings . Janczewski, L. J., Wolfe, H. B. & Shenoi, S. (eds.). Germany: Springer, p. 1-13 13 p. (IFIP advances in information and communication technology; vol. 405).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Knowledge Work 100%
  • Due Dates 88%
  1 Citation (Scopus)

  6 Downloads (Pure)

• Security concerns and remedy in a cloud based e-learning system

  Masud, M., Islam, MD. R. & Abawajy, J., 2013, Security and privacy in communication networks: 9th International ICST Conference, SecureComm 2013, Sydney, NSW, Australia, September 25-28, 2013, revised selected papers . Zia, T., Zomaya, A., Varadharajan, V. & Mao, M. (eds.). United States: Springer, Vol. 127. p. 356-366 11 p. (Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 127).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Learning systems 100%
  • Cloud computing 85%
  4 Citations (Scopus)
• 2012

  A comparative study of malware family classification

  Islam, MD. R. & Altas, I., 2012, Information and communications security: 14th International Conference, ICICS 2012, Hong Kong, China, October 29-31, 2012. Proceedings. Chim, T. W. & Yuen, T. H. (eds.). Berlin, Germany: Springer, p. 488-496 9 p. (Lecture Notes in Computer Science; vol. 7618).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Malware 100%
  • Application programming interfaces (API) 86%
  • Learning algorithms 37%
  • Machine learning 33%
  • Set theory 29%
  6 Citations (Scopus)

• Starting the revolution: Implementing an identity management architecture

  White, P., 2012, Digital identity and access management: Technologies and frameworks. Gupta, M. G. M. (ed.). Hershey PA: Information Science Reference, p. 148-167 20 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Identity Management 100%
  • An Enterprise 19%
  • Personal Data 14%
  • Federation 11%
  • Information Security 10%
• 2011

  Detecting unwanted email using VAT

  Islam, MD. R. & Chowdhury, M. U., 2011, Software engineering, artificial intelligence, networking and parallel/distributed computing 2011. Lee, R. (ed.). Berlin Heidelberg: Springer, p. 113-126 14 p. (Studies in computational intelligence; vol. 368).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Electronic mail 100%
  • Adaptive boosting 35%
  • Trees (mathematics) 34%
  • Classifiers 21%
  • Internet 20%

• Meta-learning of instance selection for data summarization

  Smith-Miles, K. A. & Islam, MD. R., 2011, Meta-learning in computational intelligence. Norbert, J., Duch, W. & Krzysztof, G. (eds.). Berlin: Springer-Verlag London Ltd., p. 77-95 19 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Large dataset 100%
  2 Citations (Scopus)
• 2002

  A Linear Genetic Programming Approach for Modelling Electricity Demand Prediction in Victoria

  Bhattacharya, M., Abraham, A. & Nath, B., 2002, Hybrid Information Systems. Abraham, A. & Köppen, M. (eds.). Heidelberg: Physica, Vol. 14. p. 379-393 15 p. (Advances in Soft Computing).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Genetic programming 100%
  • Electricity 63%
  • Soft computing 25%
  • Fuzzy systems 22%
  • Evolutionary algorithms 19%
• 2001

  Genetic Programming: A Review of Some Concerns

  Bhattacharya, M. & Nath, B., 2001, Computational Science. Alexandrov, V. N. . D. J. J., Juliano, B. A., Renner, R. S. & Tan, C. J. K. (eds.). Springer Heidelberg, Vol. 2074. p. 1031 1040 p. (Lecture Notes in Computer Science).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Genetic programming 100%
  • Genetic algorithms 12%
  4 Citations (Scopus)