Cyber Security Research Group (CSRG)

2024

91% of Australian teens have a phone – but many are not keeping their identity and location secure

Al-Saggaf, Y. & Maclean, J., 09 Sept 2024, The Conversation.

Research output: Contribution to specialist publication › Article

Open Access

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8 Downloads (Pure)

A density-aware point cloud geometry compression leveraging cluster-centric processing

Afsana, F., Paul, M., Tohidi, F. & Gao, P., 2024, In: IEEE Access. 12, p. 81441-81452 12 p.

Research output: Contribution to journal › Article › peer-review

African Lovegrass Segmentation with Artificial Intelligence Using UAS-based Multispectral and Hyperspectral Imagery

Keerthinathan, P., Amarasingam, N., Kelly, J., Mandel, N., Dehaan, R., Zheng, L., Hamilton, G. & Gonzalez, F., 28 Jun 2024, In: Remote Sensing. 16, 13, 2363.

Research output: Contribution to journal › Article › peer-review

AI-based Ransomware Detection: A Comprehensive Review

Ferdous, J., Islam, R., Mahboubi, A. & Islam, Z., Sept 2024, In: IEEE Access.

Research output: Contribution to journal › Article › peer-review

Open Access

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8 Downloads (Pure)

An efficient approach for discovering Graph Entity Dependencies (GEDs)

Liu, D., Kwashie, S., Zhang, Y., Zhou, G., Bewong, M., Wu, X., Guo, X., He, K. & Feng, Z., Nov 2024, In: Information Systems. 125, 14 p., 102421.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Assessing water quality of an ecologically critical urban canal incorporating machine learning approaches

Sajib, A. M., Diganta, M. T. M., Moniruzzaman, M., Rahman, A., Dabrowski, T., Uddin, M. G. & Olbert, A. I., May 2024, In: Ecological Informatics. 80, p. 1-23 23 p., 102514.

Research output: Contribution to journal › Article › peer-review

Open Access

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9 Citations (Scopus)

53 Downloads (Pure)

Association of litter size with the ruminal microbiome structure and metabolomic profile in goats

Raza, S. H. A., Khan, M., Ni, X., Zhao, X., Yang, H., Jiang, Y., Danzeng, B., Ouyang, Y., Pant, S. D., Zhong, R. & Quan, G., Jul 2024, In: Scientific Reports. 14, 1, 11 p., 15476.

Research output: Contribution to journal › Article › peer-review

Bitou bush detection and mapping using UAV-based multispectral and hyperspectral imagery and artificial intelligence

Amarasingam, N., Kelly, J., Sandino Mora, J., Hamilton, M. A., Gonzalez, F., Dehaan, R., Zheng, L. & Cherry, H., Apr 2024, In: Remote Sensing Applications: Society and Environment. 34, 101151.

Research output: Contribution to journal › Article › peer-review

Open Access

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1 Citation (Scopus)

62 Downloads (Pure)

Combined location online weather data: easy-to-use targeted weather analysis for agriculture

Yates, D., Blanchard, C., Clarke, A., Rehman, S. U., Islam, M. Z., Ford, R. & Walsh, R., Sept 2024, In: Climatic Change. 177, 9, 138.

Research output: Contribution to journal › Article › peer-review

Darknet Traffic Analysis A Systematic Literature Review

Saleem, J., Islam, R. & Islam, Z., Mar 2024, In: IEEE Access. 12, p. 42423-42452 30 p.

Research output: Contribution to journal › Article › peer-review

Decision Trees in Federated Learning: Current State and Future Opportunities

Bewong, M., Islam, Z., Heiyanthuduwage, S., Altas, I. & Deho, O., 2024, In: IEEE Access. p. 1 1 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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11 Downloads (Pure)

Deep learning models for human age prediction to prevent, treat and extend life expectancy: DCPV taxonomy

Alsadoon, A., Al-Naymat, G. & Islam, M. R., Jan 2024, In: Multimedia Tools and Applications. 83, p. 4825-4857 33 p.

Research output: Contribution to journal › Article › peer-review

Efficient motion modelling with variable-sized blocks from hierarchical cuboidal partitioning

Karmakar, P., Murshed, M., Paul, M. & Taubman, D., Feb 2024, In: Multimedia Tools and Applications. 83, 7, p. 20743-20757 15 p.

Research output: Contribution to journal › Article › peer-review

Estimating the structural diversity introduced by decision forest algorithms : A probabilistic approach

Ip, H. L., Bewong, M., Adnan, M. N. & Islam, Z., 28 Feb 2024, In: Knowledge-Based Systems. 286, 111435.

Research output: Contribution to journal › Article › peer-review

Open Access

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47 Downloads (Pure)

Global Attention-Guided Dual-Domain Point Cloud Feature Learning for Classification and Segmentation

Li, Z., Gao, P., You, K., Yan, C. & Paul, M., 2024, (Accepted/In press) In: IEEE Transactions on Artificial Intelligence. p. 1-12 12 p.

Research output: Contribution to journal › Article › peer-review

Human-centric cyber security: Applying protection motivation theory to analyse micro business owners’ security behaviours

Jamil, H., Zia, T., Nayeem, T., Whitty, M. & Dalessandro, S., 17 Apr 2024, In: Information and Computer Security. 22 p.

Research output: Contribution to journal › Article › peer-review

Impact analysis of recovery cases due to COVID-19 outbreak using deep learning model

Haque, E., Hoque, S. U., Paul, M., Sarker, M. R., Suman, A. A. & Huque, T. U., Jan 2024, In: Multimedia Tools and Applications. 83, 4, p. 11169-11185 17 p.

Research output: Contribution to journal › Article › peer-review

Improved Video-Based Point Cloud Compression via segmentation

Tohidi, F., Paul, M., Ulhaq, A. & Chakraborty, S., Jul 2024, In: Sensors. 24, 13, 23 p., 4285.

Research output: Contribution to journal › Article › peer-review

Integrating climate and satellite data for multi-temporal pre-harvest prediction of head rice yield in Australia

Clarke, A., Yates, D., Blanchard, C., Islam, M. Z., Ford, R., Rehman, S. U. & Walsh, R. P., May 2024, In: Remote Sensing. 16, 10, p. 1-20 20 p., 1815.

Research output: Contribution to journal › Article › peer-review

Modified anisotropic diffusion and level-set segmentation for breast cancer

Olota, M., Alsadoon, A., Alsadoon, O. H., Dawoud, A., Prasad, P. W. C., Islam, R. & Jerew, O. D., Feb 2024, In: Multimedia Tools and Applications. 83, 5, p. 13503-13525 23 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

OutCenTR: A Method for Predicting Exploits of Cyber Vulnerabilities in High Dimensional Datasets

Eskandari, H., Bewong, M., Rahman, M. G. & Rehman, S. U., 2024, (Accepted/In press) In: IEEE Access.

Research output: Contribution to journal › Article › peer-review

Pre-COVID life expectancy, mortality, and burden of diseases for adults 70 years and older in Australia: a systematic analysis for the Global Burden of Disease 2019 Study

GBD 2019 Australia Collaborators & Rahman, A., 2024, In: The Lancet Regional Health - Western Pacific. 47, p. 1-14 14 p., 101092.

Research output: Contribution to journal › Article › peer-review

Open Access

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24 Downloads (Pure)

SD-WAN: Hybrid Edge Cloud Network between Multi-site SDDC

Wang, J., Bewong, M. & Zheng, L., Aug 2024, In: Computer Networks. 250, 14 p., 110509.

Research output: Contribution to journal › Article › peer-review

Shared file protection against unauthorised encryption using a Buffer-Based Signature Verification Method

Mahboubi, A., Camtepe, S., Ansari, K., Pawłowski, M., Morawiecki, P., Aboutorab, H., Pieprzyk, J. & Duda, J., Nov 2024, In: Journal of Information Security and Applications. 86, 103873.

Research output: Contribution to journal › Article › peer-review

Smartphone apps for child sexual abuse education: Gaps and design considerations

Pritha, S. T., Tasnim, R., Kabir, M. A., Amin, S. & Das, A., 2024, In: International Journal of Mobile Learning and Organisation. 18, 1, p. 101-134 34 p.

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

36 Downloads (Pure)

Suicide risk among older adults: The moderating role of hope

McLaren, S., Castillo, P., Tindle, R., Corboy, D., Klein, B. & Burmeister, O., 2024, In: Clinical Gerontologist. 47, 4, p. 630-644 15 p.

Research output: Contribution to journal › Article › peer-review

5 Citations (Scopus)

The Challenges Facing Computing Ethics Education

Al-Saggaf, Y., 10 May 2024, ACM Inroads, 15, 2, p. 26-30 5 p.

Research output: Contribution to specialist publication › Article

The effect of dataset construction and data pre-processing on the eXtreme Gradient Boosting algorithm applied to head rice yield prediction in Australia

Clarke, A., Yates, D., Blanchard, C., Islam, M. Z., Ford, R., Rehman, S. & Walsh, R., Apr 2024, In: Computers and Electronics in Agriculture. 219, p. 1-15 15 p., 108716.

Research output: Contribution to journal › Article › peer-review

Open Access

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3 Citations (Scopus)

43 Downloads (Pure)

The role of data governance in addressing potential risks associated with agricultural data exchanges: A systematic literature review

Bewong, M., Ali, B., Krivokapic-Skoko, B., Ip, H. L., Lewis, C., Al-Saggaf, Y. & Islam, Z., 2024, In: SSRN Electronic Journal.

Research output: Contribution to journal › Article

Open Access

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55 Downloads (Pure)

Using data mining to discover new patterns of social media and smartphone use and emotional states

Al-Saggaf, Y., Rahman, M. A. & Wiil, U. K., 17 Apr 2024, In: Social Network Analysis and Mining. 14, 1, 90.

Research output: Contribution to journal › Article › peer-review

Open Access

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36 Downloads (Pure)

Wireless Channel Estimation for Low-Power IoT Devices Using Real-Time Data

Arif, S., Khan, M. A. & Rehman, S., 09 Feb 2024, In: IEEE Access. 12, p. 17895-17914 20 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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4 Citations (Scopus)

56 Downloads (Pure)

2023

A block cipher for resource-constrained IoT devices

Rana, M., Mamun, Q. & Islam, R., 2023, In: World Academy of Science, Engineering and Technology. 17, 3, p. 266-271 6 p., 3.

Research output: Contribution to journal › Article › peer-review

Open Access

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127 Downloads (Pure)

Advanced quantum image representation and compression using a DCT-EFRQI approach

Haque, M. E., Paul, M., Ul-Haq, A. & Debnath, T., 13 Mar 2023, In: Scientific Reports. 13, 1, 15 p., 4129.

Research output: Contribution to journal › Article › peer-review

Open Access

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4 Citations (Scopus)

72 Downloads (Pure)

An integrated statistical and clinically applicable machine learning framework for the detection of Autism Spectrum Disorder

Uddin, M. J., Ahamad, M. M., Sarker, P. K., Aktar, S., Alotaibi, N., Alyami, S. A., Kabir, M. A. & Moni, M. A., May 2023, In: Computers. 12, 5, 19 p., 92.

Research output: Contribution to journal › Article › peer-review

Open Access

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8 Citations (Scopus)

113 Downloads (Pure)

A novel approach for estimating and predicting uncertainty in water quality index model using machine learning approaches

Uddin, M. G., Nash, S., Rahman, A. & Olbert, A. I., 01 Feb 2023, In: Water Research. 229, p. 1-24 24 p., 119422.

Research output: Contribution to journal › Article › peer-review

Open Access

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97 Citations (Scopus)

86 Downloads (Pure)

A novel hybrid edge detection and LBP code-based robust image steganography method

Sultana, H., Kamal, A. H. M., Hossain, G. & Kabir, A., Mar 2023, In: Future Internet. 15, 3, p. 1-22 22 p., 108.

Research output: Contribution to journal › Article › peer-review

Open Access

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11 Citations (Scopus)

80 Downloads (Pure)

A review of methodologies for fake news analysis

Tajrian, M., Rahman, A., Kabir, M. A. & Islam, M. R., 24 Jul 2023, In: IEEE Access. 11, p. 73879-73893 15 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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9 Citations (Scopus)

410 Downloads (Pure)

A review of state-of-the-art malware attack trends and defense mechanisms

Ferdous, J., Islam, R., Mahboubi, A. & Islam, M. Z., 2023, In: IEEE Access. 11, p. 121118-121141 24 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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5 Citations (Scopus)

500 Downloads (Pure)

A semi-automated hybrid schema matching framework for vegetation data integration

Asif-Ur-Rahman, M., Hossain, B. A., Bewong, M., Islam, M. Z., Zhao, Y., Groves, J. & Judith, R., 01 Nov 2023, In: Expert Systems with Applications. 229, 10 p., 120405.

Research output: Contribution to journal › Article › peer-review

Open Access

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1 Citation (Scopus)

72 Downloads (Pure)

A sophisticated model for rating water quality

Uddin, M. G., Nash, S., Rahman, A. & Olbert, A. I., 10 Apr 2023, In: Science of the Total Environment. 868, 23 p., 161614.

Research output: Contribution to journal › Article › peer-review

Open Access

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51 Citations (Scopus)

71 Downloads (Pure)

Assessing optimization techniques for improving water quality model

Uddin, M. G., Nash, S., Rahman, A. & Olbert, A. I., 20 Jan 2023, In: Journal of Cleaner Production. 385, 1, p. 1-16 16 p., 135671.

Research output: Contribution to journal › Article › peer-review

Open Access

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68 Citations (Scopus)

142 Downloads (Pure)

Assessing the impact of COVID-19 lockdown on surface water quality in Ireland using advanced Irish water quality index (IEWQI) model

Uddin, M. G., Diganta, M. T. M., Sajib, A. M., Rahman, A., Nash, S., Dabrowski, T., Ahmadian, R., Hartnett, M. & Olbert, A. I., 01 Nov 2023, In: Environmental Pollution. 336, p. 1-15 15 p., 122456.

Research output: Contribution to journal › Article › peer-review

Open Access

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23 Citations (Scopus)

23 Downloads (Pure)

A two-step discrete cosine basis oriented motion modeling approach for enhanced motion compensation

Ahmmed, A., Paul, M. & Pickering, M., Jul 2023, In: IEEE Transactions on Image Processing. 32, p. 4893-4906 14 p.

Research output: Contribution to journal › Article › peer-review

Autonomous detection of mouse-ear hawkweed using drones, multispectral imagery and supervised machine learning

Amarasingam, N., Hamilton, M., Kelly, J. E., Zheng, L., Sandino Mora, J., Gonzalez, F., Dehaan, R. L. & Cherry, H., Mar 2023, In: Remote Sensing. 15, 6, 1633.

Research output: Contribution to journal › Article › peer-review

Open Access

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