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Submissions from 2021

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Modelling climatic and temporal influences on boating traffic with relevance to digital camera monitoring of recreational fisheries, Ebenezer Afrifa-Yamoah, Stephen M. Taylor, and Ute A. Mueller

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A novel deep neuroevolution-based image classification method to diagnose coronavirus disease (COVID-19), Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Syed Mohammed Shamsul Islam, Abbas Khosravi, Ebrahim Fazli, and Saeid Nahavandi

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New Chia cryptocurrency promises to be greener than Bitcoin, but may drive up hard drive prices, Mohiuddin Ahmed

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ECU-IoHT: A dataset for analyzing cyberattacks in Internet of health things, Mohiuddin Ahmed, Surender Byreddy, Anush Nutakki, Leslie F. Sikos, and Paul Haskell-Dowland

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Is Google getting worse? Increased advertising and algorithm changes may make it harder to find what you’re looking for, Mohiuddin Ahmed and Paul Haskell-Dowland

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Yet another investigation on blockchain in smart healthcare, Mohiuddin Ahmed, Shahrin Zubair, A. F.M. Suaib Akhter, and Abu S. S. M. Barkat Ullah

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A blockchain-based authentication protocol for cooperative vehicular ad hoc network, A. F. M. S. Akhter, Mohiuddin Ahmed, A. F. M. S. Shah, Adnan Anwar, A. S. M. Kayes, and Ahmet Zengin

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A secured privacy-preserving multi-level blockchain framework for cluster based VANET, A. F.M.Suaib Akhter, Mohiuddin Ahmed, A. F.M.Shahen Shah, Adnan Anwar, and Ahmet Zengin

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Resetting the baseline: CT-based COVID-19 diagnosis with deep transfer learning is not as accurate as widely thought, Fouzia Altaf, Syed M. S. Islam, and Naveed Akhtar

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Boosting deep transfer learning for COVID-19 classification, Fouzia Altaf, Syed M. S. Islam, Naeem K. Janjua, and Naveed Akhtar

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Enhancement of healthcare data performance metrics using neural network machine learning algorithms, Qi An, Patryk Szewczyk, Michael N. Johnstone, and James Jin Kang

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Fabrication of black silicon via metal-assisted chemical etching—a review, Mohammad Yasir Arafat, Mohammad Aminul Islam, Ahmad W. B. Mahmood, Fairuz Abdullah, Mohammad Nur-E-Alam, Tiong Sieh Kiong, and Nowshad Amin

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Tidal and nontidal marsh restoration: A trade-off between carbon sequestration, methane emissions, and soil accretion, Ariane Arias-Ortiz, Patricia Y. Oikawa, Joseph Carlin, Pere Masqué, Julie Shahan, Sadie Kanneg, Adina Paytan, and Dennis D. Baldocchi

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Exploring abandoned mines through a public lens, Adam D. Ashby and Eddie J. B. van-Etten

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Dynamics and fate of blue carbon in a mangrove–seagrass seascape: Influence of landscape configuration and land-use change, Maria E. Asplund, Martin Dahl, Rashid O. Ismail, Ariane Arias-Ortiz, Diana Deyanova, João N. Franco, Linus Hammar, Arielle I. Hoamby, Hans W. Linderholm, Liberatus D. Lyimo, Diana Perry, Lina M. Rasmusson, Samantha N. Ridgway, Gloria Salgado Gispert, Stéphanie D’Agata, Leah Glass, Jamal Angelot Mahafina, Volanirina Ramahery, Pere Masque, Mats Björk, and Martin Gullström

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A novel augmented deep transfer learning for classification of COVID-19 and other thoracic diseases from X-rays, Fouzia Atlaf, Syed M. S. Islam, and Naeem K. Janjua

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Whisper: A location privacy-preserving scheme using transmission range changing for internet of vehicles, Messaoud Babaghayou, Nabila Labraoui, Ado A. Abba Ari, Mohamed A. Ferrag, Leandros Maglaras, and Helge Janicke

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Application of mass spectrometry-based proteomics to barley research, Mahya Bahmani, Clare E. O'Lone, Angéla Juhász, Mitchell Nye-Wood, Hugh Dunn, Ian B. Edwards, and Michelle L. Colgrave

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Comparison of streamflow recession between plantations and native forests in small catchments in Central-Southern Chile, Francisco Balocchi, Neftali Flores, José Luis Arumí, Andrés Iroumé, Don A. White, Richard P. Silberstein, and Pablo Ramírez de Arellano

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Forestal arauco experimental research catchments; Daily rainfall-runoff for 10 catchments with different forest types in Central-Southern Chile, Francisco Balocchi, Don A. White, Richard P. Silberstein, and Pablo Ramírez de Arellano

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RMIT attack underlines need to train all uni staff in cyber safety, Abu Barkat ullah and Mohiuddin Ahmed

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Design, development, and characterization of low distortion advanced semitransparent photovoltaic glass for buildings applications, Mohammad Khairul Basher, Mohammad N. E. Alam, and Kamal Alameh

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Evaluating the impact of sandbox applications on live digital forensics investigation, Reem Bashir, Helge Janicke, and Wen Zeng

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Edible coatings maintain the phytochemicals in cold-stored ‘Kinnow’ mandarin (Citrus nobilis Lour x C. deliciosa Tenora) fruit, Arvind Kumar Baswal, Harvinder Singh Dhaliwal, Zora Singh, Bal Vipan Chander Mahajan, and Anu Kalia

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Infrequent pattern detection for reliable network traffic analysis using robust evolutionary computation, A. N. M. Bazlur Rashid, Mohiuddin Ahmed, and Al-Sakib K. Pathan

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Design of cancelable MCC-based fingerprint templates using dyno-key model, Aseel Bedari, Song Wang, and Wencheng Yang

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Thermal optima of gross primary productivity are closely aligned with mean air temperatures across Australian wooded ecosystems, Alison C. Bennett, Stefan K. Arndt, Lauren T. Bennett, Jürgen Knauer, Jason Beringer, Anne Griebel, Nina Hinko-Najera, Michael J. Liddell, Daniel Metzen, Elise Pendall, Richard P. Silberstein, Timothy J. Wardlaw, William Woodgate, and Vanessa Haverd

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Is Australia really lost in space?, Brett Biddington

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Fire in organic-rich wetland sediments: Inorganic responses in porewater, David Blake, Mary C. Boyce, William D. Stock, and Pierre Horwitz

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Aquatic ecosystems of the anthropocene: Limnology and microbial ecology of mine pit lakes, Melanie L. Blanchette and Mark A. Lund

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Taking an environmental ethics perspective to understand what we should expect from EIA in terms of biodiversity protection, Alan Bond, Jenny Pope, Angus Morrison-Saunders, and Francois Retief

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Protein extraction protocols for optimal proteome measurement and arginine kinase quantitation from cricket Acheta domesticus for food safety assessment, Utpal Bose, James A. Broadbent, Angéla Juhász, Shaymaviswanathan Karnaneedi, Elecia B. Johnston, Sally Stockwell, Keren Byrne, Vachiranee Limviphuvadh, Sebastian Maurer-Stroh, Andreas L. Lopata, and Michelle L. Colgrave

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Proteome and nutritional shifts observed in hordein double-mutant barley lines, Utpal Bose, Angéla Juhász, Ronald Yu, Mahya Bahmani, Keren Byrne, Malcolm Blundell, James A. Broadbent, Crispin A. Howitt, and Michelle L. Colgrave

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Quantitative mass spectrometry-based analysis of proteins related to cattle and their products – focus on cows’ milk beta-casein proteoforms, James A. Broadbent, Mark R. Condina, and Michelle L. Colgrave

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Phylogeography and population structure of the putative relict Reedia spathacea F.Muell. (Cyperaceae), Jessica Bruce

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To dine in or not to dine in: A comparison of food selection and preparation behaviours in those with and without food security, Lucy M. Butcher, Therese A. O’Sullivan, Maria M. Ryan, Johnny Lo, Julie Nyanjom, Hugh C. Wilkins, and Amanda Devine

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Architectural analysis and customised deployment of deceptive cowrie and conpot honeypots, Warren Cabral

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Analysis of Conpot and Its BACnet features for cyber-deception, Warren Z. Cabral, Craig Valli, Leslie F. Sikos, and Samuel Wakeling

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Advanced cowrie configuration to increase honeypot deceptiveness, Warren Z. Cabral, Craig Valli, Leslie F. Sikos, and Samuel G. Wakeling

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Kynurenic acid may underlie sex-specific immune responses to COVID-19, Yuping Cai, Daniel J. Kim, Takehiro Takahashi, David I. Broadhurst, Hong Yan, Shuangge Ma, Nicholas J. W. Rattray, Arnau Casanovas-Massana, Benjamin Israelow, Jon Klein, Carolina Lucas, Tianyang Mao, Adam J. Moore, M. Catherine Muenker, Ji Eun Oh, Julio Silva, Patrick Wong, Albert I. Ko, Sajid A. Khan, Akiko Iwasaki, Caroline H. Johnson, and Yale IMPACT Research team

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An integrated approach to re-evaluate the validity of the family Leptobathynellidae (Crustacea: Bathynellacea), Ana I. Camacho, Paloma Mas-Peinado, Yenumula R. Reddy, Elia Bandari, Shabbudin Shaik, Giulia Perina, Beatriz A. Dorda, Adrian Casado, and Isabel Rey

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Pathways to spatial subsidies by kelp in seagrass meadows, Audrey E. Cartraud, Paul S. Lavery, Caitlin M. Rae, and Glenn A. Hyndes

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Addressing the spectrum of strategic environmental assessment potential: Evolving practice in Thailand and its effectiveness, Chaunjit Chanchitpricha, Kanokporn Swangjang, and Angus Morrison-Saunders

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Quantum robust fitting, Tat-Jun Chin, David Suter, Shin-Fang Ch’ng, and James Quach

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Review of the analysis of 234Th in small volume (2–4 L) seawater samples: Improvements and recommendations, Samantha J. Clevenger, Claudia R. Benitez-Nelson, Jessica Drysdale, Steven Pike, Viena Puigcorbé, and Ken O. Buesseler

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What lies beneath: Predicting seagrass below-ground biomass from above-ground biomass, environmental conditions and seagrass community composition, C. J. Collier, L. M. Langlois, Kathryn M. McMahon, J. Udy, M. Rasheed, E. Lawrence, A. B. Carter, M. W. Fraser, and L. J. McKenzie

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Why bother calculating pi to 62.8 trillion digits? It’s both useless and fascinating, Julia Collins

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How to encourage cyber-safe behaviour at work without becoming the office grouch, Nathalie Collins, Jeff Volkheimer, and Paul Haskell-Dowland

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Thirty critical research needs for managing an ecologically and culturally unique remote marine environment: The Kimberley region of Western Australia, C. Cvitanovic, M. Mackay, R. Kelly, S. K. Wilson, K. Waples, K. L. Nash, E. I. van Putten, S. Field, T. Botterill-James, B. J. Austin, L. E. Beckley, F. Boschetti, M. Depczynski, R. J. Dobbs, R. D. Evans, M. Feng, R. K. Goater, A. R. Halford, A. Kendrick, G. A. Kendrick, G. D. B. Lincoln, L. J. Ludgerus, R. J. Lowe, Kathryn McMahon, J. K. Munro, S. J. Newman, C. Nutt, L. Pearson, M. J. O'Leary, Z. T. Richards, W. D. Robbins, D. I. Rogers, Chandra P. Salgado Kent, V. Schoepf, M. J. Travers, M. Thums, A. D. Tucker, J. N. Underwood, S. Whiting, D. Matthews, and Dambimangari Aboriginal Corporation

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A temporal record of microplastic pollution in Mediterranean seagrass soils, Martin Dahl, Sanne Bergman, Mats Björk, Elena Diaz-Almela, Maria Granberg, Martin Gullström, Carmen Leiva-Dueñas, Kerstin Magnusson, Candela Marco-Méndez, Nerea Piñeiro-Juncal, and Miguel Ángel Mateo

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Nano-grating assisted light absorption enhancement for msm-pds performance improvement: An updated review, Narottam Das, Mohammad Nur-E-alam, Alif Islam, and Ain Zulaikha Maslihan Ain

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Mouse plague: bromadiolone will obliterate mice, but it’ll poison eagles, snakes and owls, too, Robert Davis, Bill Bateman, Damian Lettoof, Maggie J. Watson, and Michael Lohr

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The biogeographic history of the relictual Gondwanan lineage of Australian burrowing crayfish, Kathryn L. Dawkins, James M. Furse, and Jane M. Hughes

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Genetic and ecological consequences of recent habitat fragmentation in a narrow endemic plant species within an urban context, Nicola Delnevo, Andrea Piotti, Michele Carbognani, Eddie J. van Etten, William D. Stock, David L. Field, and Margaret Byrne

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Adaptive defence and sensing responses of host plant roots to fungal pathogen attack revealed by transcriptome and metabolome analyses, Yi Ding, Donald M. Gardiner, Jonathan J. Powell, Michelle L. Colgrave, Robert F. Park, and Kemal Kazan

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Current and future carbon stocks in coastal wetlands within the Great Barrier Reef catchments, Micheli Duarte de Paula Costa, Catherine E. Lovelock, Nathan J. Waltham, Mary Young, Maria F. Adame, Catherine V. Bryant, Don Butler, David Green, Michael A. Rasheed, Cristian Salinas, Oscar Serrano, Paul H. York, Ashley A. Whitt, and Peter I. Macreadie

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A genetic investigation of anticoagulant rodenticide resistance in Mus musculus of Western Australia: Implications for conservation and biosecurity, Bridget Judith Maria Lucrezia Duncan

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The role of machine learning in game development domain - a review of current trends and future directions, Gemma Edwards, Nicholas Subianto, David Englund, Jun Wei Goh, Nathan Coughran, Zachary Milton, Nima Mirnateghi, and Syed Afaq Ali Shah

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New Guinean bandicoots: New insights into diet, dentition and digestive tract morphology and a dietary review of all extant non-Australian peramelemorphia, Todd F. Elliott, Kenny J. Travouillon, Natalie M. Warburton, Melissa A. Danks, and Karl Vernes

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Perennial ryegrass contains gluten-like proteins that could contaminate cereal crops, Sophia Escobar Correas, James A. Broadbent, Alicja Andraszek, Sally Stockwell, Crispin A. Howitt, Angela Juhasz, and Michael Colgrave

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Artificial intelligence in security technologies: Levels of intelligent autonomy and risk, Deborah Evans and Michael Coole

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Identification of dispersal barriers for a colonising seagrass using seascape genetic analysis, R. D. Evans, Kathryn M. McMahon, K. J. van Dijk, Kat Dawkins, M. Nilsson Jacobi, and A. Vikrant

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An accurate CNN architecture for atrial fibrillation detection using neural architecture search, Najmeh Fayyazifar

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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

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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

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A blockchain-based verification system for academic certificates, Hrithik Gaikwad, Nevil D'Souza, Rajkumar Gupta, and Amiya K. Tripathy

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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

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Indoor semantic scene understanding using 2D-3D fusion, Muraleekrishna Gopinathan, Giang Truong, and Jumana Abu-Khalaf

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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

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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

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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

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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

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Facebook data breach: what happened and why it’s hard to know if your data was leaked, Paul Haskell-Dowland

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Fastly global internet outage: why did so many sites go down — and what is a CDN, anyway?, Paul Haskell-Dowland

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Holding the news to ransom? What we know so far about the Channel 9 cyber attack, Paul Haskell-Dowland

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Remember, Apple AirTags and ‘Find My’ app only work because of a vast, largely covert tracking network, Paul Haskell-Dowland

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‘We have filed a case under your name’: beware of tax scams — they’ll be everywhere this EOFY, Paul Haskell-Dowland and Nathalie Collins

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The Christmas gifts that keep giving (your data away) — and how to prevent this, Paul Haskell-Dowland and Steven Furnell

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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

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How does the Pegasus spyware work, and is my phone at risk?, Paul Haskell-Dowland and Roberto Musotto

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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

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Is Australia a sitting duck for ransomware attacks? Yes, and the danger has been growing for 30 years, Paul Haskell-Dowland and Andrew Woodward

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Blue carbon stocks, accumulation rates, and associated spatial variability in Brazilian mangroves, Vanessa Hatje, Pere Masque´, Vinicus F. Patire, Antonio Dorea, and Francisco Barros

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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

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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

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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

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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

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Digital twins and cyber security - solution or challenge?, David Holmes, Maria Papathanasaki, Leandros Maglaras, Mohamed Amine Ferrag, Surya Nepal, and Helge Janicke

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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

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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

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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

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A survey on state-of-the-art techniques for knowledge graphs construction and challenges ahead, Ali Hur, Naeem Janjua, and Mohiuddin Ahmed

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Cyber Cold War? The US and Russia talk tough, but only diplomacy will ease the threat, Ahmed Ibrahim and Paul Haskell-Dowland

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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

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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

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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

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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

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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

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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

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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