Submissions from 2021
Federated deep learning for cyber security in the internet of things: Concepts, applications, and experimental analysis, Mohamed Amine Ferrag, Othmane Friha, Leandros Maglaras, Helge Janicke, and Lei Shu
Information security and privacy – challenges and outlook, Steven Furnell, Paul Haskell-Dowland, Manish Agrawal, Richard Baskerville, Anirban Basu, Matt Bishop, Jorge Cuellar, Sara Foresti, Lynn Futcher, Nurit Gal-Oz, Teju Herath, Christian Damsgaard Jensen, Allen Johnston, Wouter Joosen, Giovanni Livraga, Javier Lopez, false Marsh, Fabio Martinelli, Fabio Massacci, Aljosa Pasic, Stef Schinagl, Abbas Shahim, Kerry Lynn Thomson, Jaideep Vaidya, Tony Vance, and Merrill Warkentin
A blockchain-based verification system for academic certificates, Hrithik Gaikwad, Nevil D'Souza, Rajkumar Gupta, and Amiya K. Tripathy
Impact of coronavirus disease 2019 (COVID-19) outbreak quarantine, isolation, and lockdown policies on mental health and suicide, Balasankar Ganesan, Adel Al-Jumaily, Kenneth N. K. Fong, Palak Prasad, Surendra Kumar Meena, and Raymond Kai-Yu Tong
Indoor semantic scene understanding using 2D-3D fusion, Muraleekrishna Gopinathan, Giang Truong, and Jumana Abu-Khalaf
Soil carbon stocks vary across geomorphic settings in Australian temperate tidal marsh ecosystems, Connor Gorham, Paul Lavery, Jeffrey J. Kelleway, Cristian Salinas, and Oscar Serrano
Heterogeneous tidal marsh soil organic carbon accumulation among and within temperate estuaries in Australia, Connor Gorham, Paul S. Lavery, Jeffrey J. Kelleway, Pere Masque, and Oscar Serrano
A novel hybrid cyber range for security exercises on cyber-physical systems, Bil Hallaq, Andrew Nicholson, Richard Smith, Leandros Maglaras, Allan Cook, Helge Janicke, and Kevin Jones
Delamination-and electromigration-related failures in solar panels—a review, Abdulwahab A. Q. Hasan, Ammar Ahmed Alkahtani, Seyed Ahmad Shahahmadi, Mohammad N. E. Alam, Mohammad Aminul Islam, and Nowshad Amin
Facebook data breach: what happened and why it’s hard to know if your data was leaked, Paul Haskell-Dowland
Fastly global internet outage: why did so many sites go down — and what is a CDN, anyway?, Paul Haskell-Dowland
Holding the news to ransom? What we know so far about the Channel 9 cyber attack, Paul Haskell-Dowland
Remember, Apple AirTags and ‘Find My’ app only work because of a vast, largely covert tracking network, Paul Haskell-Dowland
‘We have filed a case under your name’: beware of tax scams — they’ll be everywhere this EOFY, Paul Haskell-Dowland and Nathalie Collins
The Christmas gifts that keep giving (your data away) — and how to prevent this, Paul Haskell-Dowland and Steven Furnell
Apple’s new ‘app tracking transparency’ has angered Facebook. How does it work, what’s all the fuss about, and should you use it?, Paul Haskell-Dowland and Nikolai Hampton
How does the Pegasus spyware work, and is my phone at risk?, Paul Haskell-Dowland and Roberto Musotto
What is ‘Other’ in my iPhone storage, why is it taking up so much space and how do I clear it?, Paul Haskell-Dowland and Patryk Szewczyk
Is Australia a sitting duck for ransomware attacks? Yes, and the danger has been growing for 30 years, Paul Haskell-Dowland and Andrew Woodward
Blue carbon stocks, accumulation rates, and associated spatial variability in Brazilian mangroves, Vanessa Hatje, Pere Masque´, Vinicus F. Patire, Antonio Dorea, and Francisco Barros
Genotype-specific lesion growth rates in stargardt disease, Rachael C. Heath Jeffery, Jennifer A. Thompson, Johnny Lo, Tina M. Lamey, Terri L. McLaren, Ian L. McAllister, Ian J. Constable, John N. De Roach, and Fred K. Chen
Atrophy expansion rates in Stargardt disease using ultra-widefield fundus autofluorescence, Rachael C. Heath-Jeffery, Jennifer A. Thompson, Johnny Lo, Tina M. Lamey, Terri L. McLaren, Ian L. McAllister, David A. Mackey, Ian J. Constable, John N. De Roach, and Fred K. Chen
Predictors of marine genetic structure in the Indo-Australian Archipelago, Udhi E. Hernawan, Paul S. Lavery, Gary A. Kendrick, Kor-jent van Dijk, Yaya I. Ulumuddin, Teddy Triandiza, and Kathryn M. McMahon
The first nation-wide assessment identifies valuable blue‑carbon seagrass habitat in Indonesia is in moderate condition, Udhi E. Hernawan, Susi Rahmawati, Rohani Ambo-Rappe, Nurul D. M. Sjafrie, Hadiyanto Hadiyanto, Deny S. Yusup, Aditya H. Nugraha, Yayu A. La Nafie, Wahyu Adi, Bayu Prayudha, Andri Irawan, Yusmiana P. Rahayu, Ermi Ningsih, Ita Riniatsih, Indarto H. Supriyadi, and Kathryn McMahon
Digital twins and cyber security - solution or challenge?, David Holmes, Maria Papathanasaki, Leandros Maglaras, Mohamed Amine Ferrag, Surya Nepal, and Helge Janicke
Urban remnant size alters fungal functional groups dispersed by a digging mammal, Anna J. M. Hopkins, Natasha E. Tay, Gillian L. Bryant, Katinka X. Ruthrof, Leonie E. Valentine, Halina Kobryn, Treena I. Burgess, Bonnie Beal Richardson, Giles E. St. J. Hardy, and Patricia A. Fleming
Overlapping cell nuclei segmentation in digital histology images using intensity-based contours, Md Shamim Hossain, Leisa J. Armstrong, Jumana Abu-Khalaf, David M. Cook, and Pauline Zaenker
Effect of pH and heat treatment on physicochemical and functional properties of spray-dried whey protein concentrate powder, Thao M. Ho, Jinlei Zhu, Nidhi Bansal, Mary C. Boyce, and Thao T. Le
A survey on state-of-the-art techniques for knowledge graphs construction and challenges ahead, Ali Hur, Naeem Janjua, and Mohiuddin Ahmed
Cyber Cold War? The US and Russia talk tough, but only diplomacy will ease the threat, Ahmed Ibrahim and Paul Haskell-Dowland
Sensing of surface and bulk refractive index using magnetophotonic crystal with hybrid magneto-optical response, Daria Ignatyeva, Pavel Kapralov, Polina Golovko, Polina Shilina, Anastasiya Khramova, Sergey Sekatskii, Mohammad Nur-E-alam, Kamal Alameh, Mikhail Vasiliev, Andrey Kalish, and Vladimir Belotelov
GuideNet: Learning inter- vertebral guides in DXA lateral spine images, Zaid Ilyas, Naeha Sharif, John T. Schousboe, Joshua R. Lewis, David Suter, and Syed Zulqarnain Gilani
Phylogenetic diversity and dominant ecological traits of freshwater Antarctic Chrysophyceae, Irina Izaguirre, Fernando Unrein, M. Romina Schiaffino, Enrique Lara, David Singer, Vanessa Balagué, Josep M. Gasol, and Ramon Massana
Multiview eye localisation to measure cattle body temperature based on automated thermal image processing and computer vision, Mohammed Ahmed Jaddoa, Luciano Gonzalez, Holly Cuthbertson, and Adel Al-Jumaily
Utilizing the food–pathogen metabolome to putatively identify biomarkers for the detection of shiga toxin-producing e. coli (STEC) from spinach, Snehal R. Jadhav, Rohan M. Shah, Avinash V. Karpe, Robert S. Barlow, Kate E. McMillan, Michelle L. Colgrave, and David J. Beale
A new uncertainty-aware deep neuroevolution model for quantifying tidal prediction, Seyed Mohammad J. Jalali, Mahdi Khodaya, Sajad Ahmadian, Md Kislu Noman, Abbas Khosravi, Syed Mohammed S. Islam, Fei Wang, and João P. S. Catalão
A new ensemble reinforcement learning strategy for solar irradiance forecasting using deep optimized convolutional neural network models, Seyed Mohammad J. Jalali, Mahdi Khodayar, Sajad Ahmadian, Miadreza Shafie-Khah, Abbas Khosravi, Syed Mohammed S. Islam, Saeid Nahavandi, and Joao P. S. Catalao
Privacy-preserving analytics for social network data: A survey of currently prevalent tools, Rishabh Jindal, Ahmed Falah, Adnan Anwar, and Mohiuddin Ahmed
Fecal sample collection methods and time of day impact microbiome composition and short chain fatty acid concentrations, Jacquelyn Jones, Stacey N. Reinke, Alishum Ali, Debra J. Palmer, and Claus T. Christophersen
Exploring the role of stakeholder expectations in Environmental Impact Assessment (EIA) processes, Megan Ann Jones
A military human performance management system design using machine learning algorithms, James Jin Kang
Facebook or Twitter posts can now be quietly modified by the government under new surveillance laws, James Jin Kang and Jumana Abu-Khalaf
An energy-efficient and secure data inference framework for internet of health things: A pilot study, James Jin Kang, Mahdi Dibaei, Gang Luo, Wencheng Yang, Paul Haskell-Dowland, and Xi Zheng
A privacy-preserving data inference framework for internet of health things networks, James Jin Kang, Mahdi Dibaei, Gang Luo, Wencheng Yang, and Xi Zheng
How rain, wind, heat and other heavy weather can affect your internet connection, James Jin Kang and Paul Haskell-Dowland
Reducing attack surface of edge computing IoT networks via hybrid routing using dedicated nodes, James Jin Kang, Leslie F. Sikos, and Wencheng Yang
A review of security standards and frameworks for IoT-based smart environments, Nickson M. Karie, Nor Masri Sahri, Wencheng Yang, Craig Valli, and Victor R. Kebande
Digital forensic readiness implementation in SDN: Issues and challenges, Nickson M. Karie and Craig Valli
Digital forensic readiness intelligence crime repository, Victor R. Kebande, Nickson M. Karie, Kim-Kwang R. Choo, and Sadi Alawadi
Real-time monitoring as a supplementary security component of vigilantism in modern network environments, Victor R. Kebande, Nickson M. Karie, and Richard A. Ikuesan
Carbon storage in the Coastal Swamp Oak Forest wetlands of Australia, Jeffrey J. Kelleway, Maria Fernanda Adame, Connor Gorham, Jennifer Bratchell, Oscar Serrano, Paul Lavery, Christopher J. Owers, Kerrylee Rogers, Zachary Nagel-Tynan, and Neil Saintilan
Unexpectedly low paternal diversity is associated with infrequent pollinator visitation for a bird-pollinated plant, Joshua H. Kestel, Ryan D. Phillips, Janet Anthony, Robert A. Davis, and Siegfried L. Krauss
A long short-term recurrent spatial-temporal fusion for myoelectric pattern recognition, Rami N. Khushaba, Erik Scheme, Ali H. Al-Timemy, Angkoon Phinyomark, Ahmed Al-Taee, and Adel Al-Jumaily
Realization and optimization of optical logic gates using bias assisted carrier-injected triple parallel microring resonators, Fayza Kizhakkakath, Sooraj Ravindran, Kwangwook Park, Kamal Alameh, and Yong Tak Lee
OmicsVolcano: software for intuitive visualization and interactive exploration of high-throughput biological data, Irina Kuznetsova, Artur Lugmayr, Oliver Rackham, and Aleksandra Filipovska
Aqueous formulations of 1H-cyclopropabenzene modulate ethylene production and fruit quality in Japanese plums, Poe N. Kyaw, Zora Singh, and Vijay Y. Tokala
Corroborating effort and catch from an integrated survey design for a boat-based recreational fishery in Western Australia, Eva K. M. Lai, Karina L. Ryan, Ute Mueller, and Glenn A. Hyndes
The use of singlebeam echo-sounder depth data to produce demersal fish distribution models that are comparable to models produced using multibeam echo-sounder depth, Marcela Montserrat Landero Figueroa, Miles J. G. Parsons, Benjamin J. Saunders, Ben Radford, Chandra Salgado-Kent, and Iain M. Parnum
Health, lifestyle and nature disconnect in high-rise apartment dwellers, Danica-Lea Larcombe
Transgenic wheat with increased endosperm lipid – Impacts on grain composition and baking quality, P. J. Larkin, Q. Liu, T. Vanhercke, X. R. Zhou, U. Bose, J. A. Broadbent, Michelle L. Colgrave, J. P. Ral, K. B. Reynolds, M. Sun, A. El Tahchy, P. Shrestha, Z. Y. Li, S. A. Jobling, P. Lonergan, X. B. Wu, R. Yu, J. X. Luo, C. A. Howitt, and M. Newberry
A strategy for advancing for population-based scientific discovery using the metabolome: The establishment of the metabolomics society metabolomic epidemiology task group, Jessica Lasky-Su, Rachel S. Kelly, Craig E. Wheelock, and David Broadhurst
Deterministic approximate methods for maximum consensus robust fitting, Huu Le, Tat-Jun Chin, Anders Eriksson, Thanh-Toan Do, and David Suter
Long-term dynamics of production in western Mediterranean seagrass meadows: Trade-offs and legacies of past disturbances, Carmen Leiva-Dueñas, Antonio Martínez Cortizas, Nerea Piñeiro-Juncal, Elena Díaz-Almela, Jordi Garcia-Orellana, and Miguel A. Mateo
Understanding community perceptions of an urban stream before and after a discussion of revitalization possibilities using photo-elicitation, Simone Lima da Costa Preuss, Jaime Joaquim da Silva Pereira Cabral, Angus Morrison-Saunders, Mike Hughes, and Ana Bárbara de Araújo Nunes
Chemical removal in waste stabilisation pond systems of varying configuration, Kathryn L. Linge, Deborah Liew, Yolanta Gruchlik, Francesco Busetti, Una Ryan, and Cynthia A. Joll
Early and sustained Lactobacillus plantarum probiotic therapy in critical illness: The randomised, placebo-controlled, restoration of gut microflora in critical illness trial (ROCIT), Edward Litton, Matt Anstey, David Broadhurst, Andy Chapman, Andrew Currie, Janet Ferrier, Joel Gummer, Alisa Higgins, Jolene Lim, Laurens Manning, Erina Myers, Katrina Orr, Anne Marie Palermo, Andrea Paparini, Susan Pellicano, Edward Raby, Anu Rammohan, Adrian Regli, Bernhard Richter, Sam Salman, Tobias Strunk, Sharon Waterson, David Weight, Bradley Wibrow, and Fiona Wood
Habitat selection by vulnerable golden bandicoots in the arid zone, Cheryl A. Lohr, Kristen Nilsson, Colleen Sims, Judy Dunlop, and Michael T. Lohr
Vulnerability of an arid zone coastal wetland landscape to sea level rise and intense storms, Catherine E. Lovelock, Ruth Reef, and Pere Masqué
Can saline pit lakes offer biodiversity values at closure?, Mark A. Lund and Melanie L. Blanchette
Towards closure of potentially saline pit lakes: understanding biophysical processes for condition assessment and remediation options, Mark Lund and Melanie Blanchette
Blue carbon as a natural climate solution, Peter I. Macreadie, Micheli D. P. Costa, Trisha B. Atwood, Daniel A. Friess, Jeffrey J. Kelleway, Hilary Kennedy, Catherine E. Lovelock, Oscar Serrano, and Carlos M. Duarte
Rapid segmentation of thoracic organs using u-net architecture, Hassan Mahmood, Syed Mohammed Shamsul Islam, James Hill, and Guan Tay
Ginger and its active compounds in cancer therapy: From folk uses to nano-therapeutic applications, M. F. Mahomoodally, M. Z. Aumeeruddy, Kannan R. R. Rengasamy, S. Roshan, S. Hammad, Jessica Pandohee, Xuebo Hu, and G. Zengin
The sleep of shift workers in a remote mining operation: Methodology for a randomized control trial to determine evidence-based interventions, Gemma Maisey, Marcus Cattani, Amanda Devine, Johnny Lo, and Ian C. Dunican
Digital forensic readiness in operational cloud leveraging ISO/IEC 27043 guidelines on security monitoring, Sheunesu Makura, H. S. Venter, Victor R. Kebande, Nickson M. Karie, Richard A. Ikuesan, and Sadi Alawadi
Viral-mediated microbe mortality modulated by ocean acidification and eutrophication: Consequences for the carbon fluxes through the microbial food web, Andrea Malits, Julia A. Boras, Vanessa Balagué, Eva Calvo, Josep M. Gasol, Cèlia Marrasé, Carles Pelejero, Jarone Pinhassi, Maria Montserrat Sala, and Dolors Vaqué
Image aesthetics classification using deep features and image category, Hira Maqbool and Martin Masek
Conditions influencing waterbirds in the Vasse-Wonnerup wetland, Western Australia: Implications for water regime management, Sora Marin-Estrella, Chandra Salgado Kent, and Glenn Hyndes
A genetic programming framework for novel behaviour discovery in air combat scenarios, Martin Masek, Chiou Peng Lam, Luke Kelly, Lyndon Benke, and Michael Papasimeon
The open maritime traffic analysis dataset, Martin Masek, Chiou Peng Lam, Travis Rybicki, Jacob Snell, Daniel Wheat, Luke Kelly, damion Glassborow, and Cheryl Smith-Gander
Common dolphins form unexpected strong social bonds: Insights into social plasticity of delphinids, Suzanne Mason, Chandra Salgado Kent, and Kerstin Bilgmann
Factors determining seagrass blue carbon across bioregions and geomorphologies, Ines Mazarrasa, Paul Lavery, Carlos M. Duarte, Anna Lafratta, Catherine E. Lovelock, Peter I. Macreadie, Jimena Samper-Villarreal, Cristian Salinas, Christian J. Sanders, Stacey Trevathan-Tackett, Mary Young, Andy Steven, and Oscar Serrano
Importance of internal dissolved organic nitrogen loading and cycling in a small and heavily modified coastal lagoon, Roisin McCallum, Bradley Eyre, Glenn Hyndes, Kathryn McMahon, Joanne M. Oakes, and Naomi S. Wells
Association between community-based self-reported COVID-19 symptoms and social deprivation explored using symptom tracker apps: A repeated cross-sectional study in Northern Ireland, Jennifer M. Mckinley, David Cutting, Neil Anderson, Conor Graham, Brian Johnston, Ute Mueller, Peter M. Atkinson, Hugo Van Woerden, Declan T. Bradley, and Frank Kee
Chronic kidney disease of uncertain aetiology and its relation with waterborne environmental toxins: An investigation via compositional balances, Jennifer M. McKinley, Ute Mueller, Peter M. Atkinson, Ulrich Ofterdinger, Siobhan F. Cox, Rory Doherty, Damian Fogarty, and J. J. Egozcue
Keep watch seagrass monitoring dataset 2012 - 2021, Kathryn McMahon and Natasha Dunham
The efficacy of aligning lessons learnt from significant bushfire incidents to the organisational stratum, Jennifer Medbury, David J. Brooks, and Michael Coole
Using the complexity of climate change to teach intelligence analysis, Jennifer Medbury and Jeff Corkill
Identifying differences in nutrition-related learning interests of adolescent students, Margaret Miller, Donna Barwood, Michael Furfaro, Julie Boston, Sandra Smith, and Martin Masek
Quantification of carbon cycling in a large aquifer using reactive transport modelling, Konrad Miotliński and Luk J. M. Peeters
A framework to support the stochastic software architecture modeling and analysis for system of systems, Ahmad Mohsin
Long-term dynamics of a cladocora caespitosa bank as recorded by a posidonia oceanica millenary archive, Briac Monnier, Léa Lehmann, Stéphane Sartoretto, Christine Pergent-Martini, Miguel Ángel Mateo, and Gérard Pergent
Sizing the carbon sink associated with Posidonia oceanica seagrass meadows using very high-resolution seismic reflection imaging, Briac Monnier, Gérard Pergent, Miguel Á. Mateo, Ramon Carbonell, Philippe Clabaut, and Christine Pergent-Martini
Reflecting on, and revising, international best practice principles for EIA follow-up, Angus Morrison-Saunders, Jos Arts, Alan Bond, Jenny Pope, and Francois Retief
Teaching environmental impact assessment, Angus Morrison-Saunders and Jenny Pope
Data analytics-enabled intrusion detection: Evaluations of ToN_IoT linux datasets, Nour Moustafa, Mohiuddin Ahmed, and Sherif Ahmed
Federated TON_IoT windows datasets for evaluating AI-based security applications, Nour Moustafa, Marwa Keshk, Essam Debie, and Helge Janicke
Cursory view of IoT-forensic readiness framework based on ISO/IEC 27043 recommendations, Phathutshedzo P. Mudau, H. S. Venter, Victor R. Kebande, Richard A. Ikuesan, and Nickson M. Karie
Multiple correlation coefficient, Ute Mueller
Deep learning for 3D ear detection: A complete pipeline from data generation to segmentation, Md Mursalin and Syed Mohammed Shamsul Islam