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Computational research that solves real-world problems

The School of Computing collaborates with industry, government and research agencies to make our research highly relevant and impactful.

At the forefront of the revolution in digital technologies, the School of Computing is a powerhouse for world-changing research – including intelligent and data intensive computing, secure and reliable systems, and human-computer interactions. Our exciting goal is to continually improve Macquarie's global reputation for generating and delivering high-impact computing research and education.

Our research themes

Our research is classified into three broad themes, under which there are research groups where various activities are carried out.

Research in this space develops techniques that can learn, predict, and make decisions. From AI and machine learning techniques, through data mining and natural language understanding, to large scale distributed computation technologies – this research spans a diverse range of applications, including marketing, medical and finance domains.

Research groups

Projects in this area strive for fundamental advances in security and cryptography, formal methods, programming and software verification techniques. These improvements allow for trustworthy systems, services and support. Research outcomes are applied in networking, cloud computing, trusted computing, software systems, large-scale data, mobile and wireless, and Internet of Things.

Research groups

Focusing on the interaction between human beings and computer technology, research in this field takes a human-centric approach. Using Macquarie’s leading-edge facilities (including the renowned Simulation Hub) researchers investigate several fields contributing to the evolution of HCI technologies. These include the design and development of pervasive interfaces, video games, motion tracking, training simulations, collaborative and immersive environments, and the overall evaluation of a game product.

Research groups

Faculty & University Research Centres and Hubs

Our research students

Yelaman Abdullin - Principal Supervisor, Dr Diego Molla-Aliod
E: yelaman.abdullin@hdr.mq.edu.au
Conversational Search for Solving Combinatorial Optimization Problems
Imran Afridi - Principal Supervisor, Dr James Zheng
E: imran.afridi@hdr.mq.edu.au
Streamlining Data Labeling for Smart Farming Applications
Saleh Afzoon - Principal Supervisor, Professor Amin Beheshti
E: saleh.afzoon@hdr.mq.edu.au
Knowledge-based Multimodal Transformer for Mental Disorder Detection
Elaf Alhazmi - Principal Supervisor, Distinguished Professor Michael Sheng
E: elaf.alhazmi@hdr.mq.edu.au
Memory Management: Ownership Concept in Programming Languages
Abid Ali - Principal Supervisor, Dr Diego Molla-Aliod
E: abid.ali@hdr.mq.edu.au
Multi-Modal Neural Summarization
Pedro Henrique Arruda Faustini - Principal Supervisor, Professor Mark Dras
E: pedro.arrudafaustini@hdr.mq.edu.au
A Privacy-Preserving Approach for Text Generation
Aliakbar Attari - Principal Supervisor, Dr Yuankai Qi
E: aliakbar.attari@hdr.mq.edu.au
AI-powered noninvasive detection of pain in newborns
Yvonne Bachiller - Principal Supervisor, Dr Peter Busch
E: yvonne-custodio.bachiller@hdr.mq.edu.au
AI and ML Enabled BPM: Business Intelligence Solution
Muhammad Hassan Ali Bajwa - Principal Supervisor, Professor Deborah Richards
E: muhammadhassanali.bajwa@hdr.mq.edu.au
Organization-aware agents in serious games for cyber security ethical training
Tseesuren Batsuuri -  Principal Supervisor, Dr Emma Xue
E: tseesuren.batsuuri@hdr.mq.edu.au 
Multimodal Learning Based Collaborative Filtering for Robust, Explainable, Dynamic Recommendation
Shashie Dilhara Batan Arachichige - Principal Supervisor, Professor Dali Kaafar
E: shashiedilhara.batanarachchige@hdr.mq.edu.au
Biometric Authentication on mobile devices: A Novel Approach on Behavioral Biometrics and continuous authentication using a Deep Learning Approach
Hu Cao - Principal Supervisor, Professor Longbing Cao
E: hu.cao@hdr.mq.edu.au
Data-driven Infectious Disease Ecosystem Modelling
Luigi Domenico Cecchini Soares - Principal Supervisor, Dr Natasha Fernandes
E: luigidomenico.cecchinisoares@hdr.mq.edu.au
QIF-Aware Compiler
Chris Chen - Principal Supervisor, Professor Annabelle McIver
E: chris.chen1@mq.edu.au
Mathematical Foundations of Information Flow
Hui Chen - Principal Supervisor, Professor Longbing Cao
E: hui.chen2@hdr.mq.edu.au
Non-IID Bayesian federated learning
Xinyuan Chen - Principal Supervisor, Professor Tao Gu
E :xinyuan.chen1@hdr.mq.edu.au
On Device Machine Learning Technology for Mobile Sensing Applications on Smartphones and Wearables
Xiaoxiao Chi - Principal Supervisor, Dr Xuyun Zhang
E: xiaoxiao.chi@hdr.mq.edu.au
Privacy-aware service prediction and recommendation in big data
Guangwei Dong - Principal Supervisor, Associate Professor Jia Wu
E: guangwei.dong1@hdr.mq.edu.au
Exploring the Robust and Efficient Graph Deep Learning Framework for Brain Graph Data Analysis
Shang Gao - Principal Supervisor, Professor Tao Gu
E: shang.gao1@hdr.mq.edu.au
AIoT For Resilient and Sustainable Smart Cities
Jiwei Guan - Principal Supervisor, Dr James Zheng
E: jiwei.guan@hdr.mq.edu.au
Attack and Defense on Voiceprint Enabled IOT Systems
Yang Guo - Principal Supervisor, Professor Jian Yang
E: yang.guo5@hdr.mq.edu.au
Future Demand Aware Vehicle Dispatching Systems
Venus Haghighi - Principal Supervisor, Distinguished Professor Michael Sheng
E: venus.haghighi@hdr.mq.edu.au
Blockchain-based Decentralized Identity Management System in the Internet of Things (IoT)
Ambreen Hanif - Principal Supervisor, Professor Amin Beheshti
E: ambreen.hanif@hdr.mq.edu.au
Linking Storytelling and Explainable AI: Facilitate Interpreting, Explaining, and Visualizing Deep Learning
Malik Khizar Hayat - Principal Supervisor, Professor Jian Yang
E: malik.khizar@hdr.mq.edu.au
Mining and Modeling Heterogeneous Social Networks: Detection, Deconstruction, and Prevention of Anomalies
Katherine Hopman - Principal Supervisor, Professor Deborah Richards
E: katherine.hopman@students.mq.edu.au
Digital technologies to support people’s mental health following a traumatic event
Aung Kyaw Htet - Principal Supervisor, Professor Mark Dras
E: aungkyaw.htet@hdr.mq.edu.au
Uplifting LLM performance for Low-Resource Languages
Yupeng Jiang - Principal Supervisor, Dr James Zheng
E: yupeng.jiang@hdr.mq.edu.au
Sybil Attacks and Defense on Differential Privacy based Federated Learning
Bilal Khan - Principal Supervisor, Associate Professor Jia Wu
E: bilal.khan2@hdr.mq.edu.au
Join Processing in Data Streams
Salma Banu Nazeer Khan - Principal Supervisor, Professor Deborah Richards
E: salma.khan@hdr.mq.edu.au
The Design and Use of Infographics for Ethical Decision-Making
Nouna Khandan - Principal Supervisor, Professor Mark Dras
E: nouna.khandan@hdr.mq.edu.au
Stroke Detection and Classification with Deep Learning
Heegyeong Kim - Principal Supervisor, Professor Richard Han
E: heegyeong.kim@hdr.mq.edu.au
Scalable Drone Swarm Coordination
Lashmi Kondoth - Principal Supervisor, Dr Rajan Shankaran
E: lashmi.kondoth@hdr.mq.edu.au
Optimising Resource Allocation and Scheduling in Wireless Network on Chip for Internet of Things and Edge Computing
Mahdieh Labani - Principal Supervisor, Professor Amin Beheshti
E: mahdieh.labani@hdr.mq.edu.au
Deep convolutional neural network techniques in the classification of Single-cell data
Ghazal Lahooha -  Principal Supervisor, Distinguished Professor Michael Sheng
E: ghazal.lahooha@hdr.mq.edu.au
Using IoT in Health Care and Intelligently Optimizing Effective Communication Between Members of This Collection
Peizhen Li - Principal Supervisor, Professor Longbing Cao
E: peizhen.li1@hdr.mq.edu.au
Community behavior and interaction learning
Linfeng Liang - Principal Supervisor, Dr James Zheng
E: linfeng.liang@hdr.mq.edu.au
Human Knowledge Guided Reinforcement Learning for End-to-End Self-driving
Hongyang Liu - Principal Supervisor, Professor Yan Wang
E:  hongyang.liu2@hdr.mq.edu.au
Constructing Simulated Environment for Recommender System
Na Liu - Principal Supervisor, Professor Richard Han
E: na.liu8@hdr.mq.edu.au
Zhuozhu Liu - Principal Supervisor, Associate Professor Jia Wu
E: zhuozhu.liu@hdr.mq.edu.au
Research on the Evaluation of Think Tanks Based on Neural Networks
Gabriel Henrique Lopes Gomes Alves Nunes - Principal Supervisor, Professor Annabelle McIver
E: gabriel.nunes@hdr.mq.edu.au
A formal approach to quantifying privacy and utility in large datasets
Fariba Lotfi - Principal Supervisor, Professor Amin Beheshti
E: fariba.lotfi@hdr.mq.edu.au
Using Deep Learning Techniques in Automatic Image Annotation Task
Shichen Luo - Principal Supervisor, Associate Professor Jia Wu
E: shichen.luo@hdr.mq.edu.au
Structure-Aware Critical Region-Focused Graph Neural Network for Brain Graph Analysis
Siwei Luo - Principal Supervisor, Dr James Zheng
E: siwei.luo@hdr.mq.edu.au
Metamorphic Testing for Autonomous Driving Systems
Xuexiong Luo - Principal Supervisor, Associate Professor Jia Wu
E: xuexiong.luo@hdr.mq.edu.au
Anomaly detection based on adaptive nodes representations of attributed networks
Xiaoxiao Ma - Principal Supervisor, Professor Jian Yang
E: xiaoxiao.ma2@hdr.mq.edu.au
Deep Learning for Graph Anomaly Detection
Christopher McCutcheon - Principal Supervisor, Associate Professor Michael Hitchens
E: christopher.mccutcheon@hdr.mq.edu.au
Work, Play & Leisure: Modes of Engagement with eSports
Hadi Mohammadzadeh Abachi - Principal Supervisor, Professor Amin Beheshti
E: hadi.mohammadzadehabachi@hdr.mq.edu.au
Community Detection of Customers and Product Recommendation Based On Risk-Taking Level In Financial Organizations
Sahar Moradizeyveh - Principal Supervisor, Professor Amin Beheshti
E: sahar.moradizeyveh@hdr.mq.edu.au
Linking Storytelling Systems and Recommender Systems to Improve Accuracy for Warm and Cold Start Users
Salman Mousaeirad - Principal Supervisor, Professor Amin Beheshti
E: salman.mousaeirad@hdr.mq.edu.au
Demand Forecasting based on Mathematical Models and Big Data Analytics in Banking Industry
Noorain Mukhtiar - Principal Supervisor, Distinguished Professor Michael Sheng
E: noorain.mukhtiar@hdr.mq.edu.au
Towards AI-based Cyber Resilience in Intelligent Transportation Systems
Kevin Purnell - Principal Supervisor, Dr Rolf Schwitter
E: kevin.purnell@hdr.mq.edu.au
Error-free Logic Programs from Conversational User-Interfaces
Zitai Qiu - Principal Supervisor, Associate Professor Jia Wu
E: zitai.qiu@hdr.mq.edu.au
Social Event Detection from Social Media
Bakhtiar Sadeghi - Principal Supervisor, Professor Deborah Richards
E: bakhtiar.sadeghi@hdr.mq.edu.au
Leveraging AI to enhance cybersecurity ethics decision making
Masoud Safilian - Principal Supervisor, Professor Amin Beheshti
E: masoud.safilian@hdr.mq.edu.au
A New Knowledge Sharing and Weak Supervised Framework for NLP Classification Tasks
Muhammad Salman - Principal Supervisor, Professor Dali Kaafar
E: muhammad.salman2@hdr.mq.edu.au
Machine Learning Powered Cyber Threat Intelligence Framework For Unstructured Data
Sana Salman - Principal Supervisor, Professor Deborah Richards
E: sana.salman@hdr.mq.edu.au
Making ECAs Smart using multi-coach interactive scenarios and AI based response generation algorithms
Vedant Sansare - Principal Supervisor, Dr Malcolm Ryan
E: vedant.sansare@hdr.mq.edu.au
Using Videogames to Encourage Reflective Ethical Decision-making in Cybersecurity Curriculum
Piyumi Seneviratne - Principal Supervisor, Professor Dali Kaafar
E: thammitagepiyumiwathsala.seneviratne@hdr.mq.edu.au
Nasrin Shabani - Principal Supervisor, Professor Amin Beheshti
E: nasrin.shabani@hdr.mq.edu.au
Deep Generative Models for Graph Summarization
Zeeshan Zulkifl Shah - Principal Supervisor, Professor Dali Kaafar
E: zeeshanzulkifl.shah@hdr.mq.edu.au
AI driven Intrusion Detection in 5G RAN
Maryam Shahabikargar - Principal Supervisor, Professor Amin Beheshti
E: maryam.shahabi-kargar@hdr.mq.edu.au
Learning Complex Customer Behaviors for Intelligent Recommendation and Customer Churn Prediction
Usman Shahbaz - Principal Supervisor, Professor Amin Beheshti
E: usman.shahbaz@hdr.mq.edu.au
Rule Based Cognitive Assistance for Enterprise Risk Decisioning Within an Agriculture Lending ADI
Alireza Shammasi - Principal Supervisor, Professor Amin Beheshti
E: alireza.shammasi@hdr.mq.edu.au
Enhancing Data Imputation and Curation with Retrieval-Augmented Generation Models
Ferdous Sharifi - Principal Supervisor, Dr Young Lee
E: ferdous.sharifi@hdr.mq.edu.au
Multi-Objective Offloading Scheme in an Uncertain Fog Network
Anthony Shaw - Principal Supervisor, Professor Amin Beheshti
E: anthony.shaw4@hdr.mq.edu.au
Integration of Statically Typed, Compiled Languages to Dynamic Language Runtimes
Behnaz Soltani - Principal Supervisor, Distinguished Professor Michael Sheng
E: behnaz.soltani@hdr.mq.edu.au
Dynamic Resource Management in Distributed Stream Processing Systems
Connor Stead - Principal Supervisor, Dr Stephen Smith
E: connor.stead@hdr.mq.edu.au
Academic Abstract Sentence Classification Acceptance
Yatong Sun - Principal Supervisor, Professor Yan Wang
E: yatong.sun1@hdr.mq.edu.au
Enhancing Sequential Recommendation by Eliminating Unreliable Data
Krittanat Sutassananon - Principal Supervisor, Professor Mehmet Orgun
E: krittanat.sutassananon@hdr.mq.edu.au
Whole Heart Segmentation with Convolutional Neural Networks
Hafiz Muhammad Tahir- Principal Supervisor, Professor Deborah Richards
E: hafizmuhammad.tahir@hdr.mq.edu.au
Exploring Psychoinformatics for Human Action Prediction Before Happening of an Event
Saqr Thabet - Principal Supervisor, Dr Yipeng Zhou
E: saqr.thabet@hdr.mq.edu.au
Deep Learning for Wireless Video Transmission
Yuzhe Tian - Principal Supervisor, Dr James Zheng
E: yuzhe.tian@hdr.mq.edu.au
Hardware-Oriented Deep Learning Acceleration
Matthew Warner-Smith - Principal Supervisor, Professor Amin Beheshti
E: matthew.warnersmith@hdr.mq.edu.au
Clinical Implementation of Artificial Intelligence to Enhance Breast Cancer Screening
David Warren - Principal Supervisor, Professor Mark Dras
E: david.warren@hdr.mq.edu.au
Information Sharing in Genetic Reinforcement Learning Hybrids
Kayson Whitehouse - Principal Supervisor, Associate Professor Michael Hitchens
E: kayson.whitehouse@mq.edu.au
Welcoming Trans and Gender Diverse Players
Haolong Xiang - Principal Supervisor, Dr Xuyun Zhang
E: haolong.xiang@hdr.mq.edu.au
Isolation Forest scheme Based Anomaly Detection in Big Data
Bingbing Xie - Principal Supervisor, Associate Professor Jia Wu
E: bingbing.xie@hdr.mq.edu.au
Knowledge Graph-Augmented Heterogeneous Graph Neural Networks for Fake News Detection
Rongwei Xu - Principal Supervisor, Dr Guanfeng Liu
E: rongwei.xu@hdr.mq.edu.au
Trust-Prediction Oriented Social Network Analytics
Run Yang - Principal Supervisor, Professor Yan Wang
E: run.yang@hdr.mq.edu.au
Deep-learning-based Shale Gas Production Prediction

Runze Yang - Principal Supervisor, Professor Longbing Cao
E:  runze.yang@hdr.mq.edu.au
Deep Multivariate Time Series Forecasting

Xuankai Yang - Principal Supervisor, Professor Yan Wang
E: xuankai.yang@hdr.mq.edu.au
Maritime travel route recommendation
Zhenyu Yang - Principal Supervisor, Associate Professor Jia Wu
E: zhenyu.yang3@hdr.mq.edu.au
Efficiency learning on large graphs utilizing structure entropy
Jiaohong Yao - Principal Supervisor, Professor Richard Han
E: jiaohong.yao@hdr.mq.edu.au
Robust Autonomous Landing Models for Drones
Yongmin Yoo - Principal Supervisor, Professor Longbing Cao
E: yongmin.yoo@hdr.mq.edu.au
Deep patent text understanding
Yongsheng Yu - Principal Supervisor, Associate Professor Jia Wu
E: yongsheng.yu@hdr.mq.edu.au
Breaking News Detection with Heterogeneous Graph Attention Network
Munazza Zaib - Principal Supervisor, Distinguished Professor Michael Sheng
E: munazza-zaib.ghori@hdr.mq.edu.au
Towards Context-based Conversational Question Answering
Ge Zhang - Principal Supervisor, Associate Professor Jia Wu
E: ge.zhang5@hdr.mq.edu.au
Empowering Graph Neural Networks for Graph Anomaly Detection
Han Zhang - Principal Supervisor, Professor Yan Wang
E: han.zhang13@hdr.mq.edu.au
Modeling node pairs relationship in Heterogeneous Information Networks
Yuchen Zhang - Principal Supervisor, Associate Professor Jia Wu
E: yuchen.zhang3@hdr.mq.edu.au
Research on Social Media Network Structure and Content Mining
Zhaoyang Zhang - Principal Supervisor, Distinguished Professor Michael Sheng
E: zhaoyang.zhang@hdr.mq.edu.au
Intelligent Retrieval System of Video archival of Intangible Cultural Heritage
Lingfeng Zhong - Principal Supervisor, Associate Professor Jia Wu
E: lingfeng.zhong@hdr.mq.edu.au
Automatic Knowledge Graph Construction Over Massive Heterogenous Text
Jiajie Zhu - Principal Supervisor, Professor Yan Wang
E: jiajie.zhu1@hdr.mq.edu.au
Osama Al Haddad - Principal Supervisor, Dr Muhammad Ikram
E:  osama.alhaddad@hdr.mq.edu.au
Developing a framework to perform effective data reliability audits of decentralised storage blockchains
Md Mahbub Islam Bhuiyan - Principal Supervisor, Dr Muhammad Ikram
E: mdmahbubislam.bhuiyan@hdr.mq.edu.au
Membership Inference Via Backdooring in Image-Based Malware Classification
Yu Ho Enoch Chan - Principal Supervisor, Professor Amin Beheshti
E: yuhoenoch.chan@hdr.mq.edu.au
Towards Neural Network-Based Dynamic Pricing for Investment-Linked Insurance Products
Roopasree Chidurala - Principal Supervsor, Dr Xuyun Zhang
E: roopasree.chidurala@hdr.mq.edu.au
A comprehensive Approach with Generative Based Augmentation and Deep Learning to Enhance Anomaly Detection in Limited Dataset
Lokuge Thisal Danuka Da Silva - Principal Supervisor,  Prof Annabelle McIver
E:  lokugethisaldanuka.desilva@hdr.mq.edu.au
Tokenization of Real-World and Financial Assets: A Systems-of-Systems Approach
Stephen Elbourn - Principal Supervisor, Professor Amin Beheshti
E: stephen.elbourn@hdr.mq.edu.au
Towards Artificial Intelligence Enabled Exam Marking
Ashane Manendra Fernando - Principal Supervisor, Dr Rajan Shankaran
E: ashanemanendra.fernando@hdr.mq.edu.au
Fault Tolerant Routing in Networks-on-Chip
Eu Jin Foo - Principal Supervisor, Dr Xuyun Zhang
E: eujin.foo@hdr.mq.edu.au
Optimising Fairness in Graph Networks
Aaron Gaskell - Principal Supervisor, Professor Amin Beheshti
E: aaron.gaskell@hdr.mq.edu.au
Beyond Cognitive Augmentation: The Ethical and Operational Implications of Large Language Models in Policing
Ziyan Guan - Principal Supervisor, Dr Qiongkai Xu
E: ziyan.guan@hdr.mq.edu.au
Reducing Hallucination in Large Language Model
Yifei Han - Principal Supervisor, Dr Emma Xue
E: yifei.han1@hdr.mq.edu.au
Heterogeneous Information Networks for Community Detection
Anthony Heng - Principal Supervisor, Professor Mehmet Orgun
E: anthony.heng@hdr.mq.edu.au
The utilization and further development of Generative Adversarial Networks (GANs) research for expanding and improve ISAR imaging datasets
Md.Nazmul Hossain - Principal Supervisor,  Dr Qiongkai Xu
E:  mdnazmul.hossain@hdr.mq.edu.au
Alignment for the LLM Safety
Fahmida Islam - Principal Supervisor, Dr Adnan Mahmood
E: fahmida.islam1@hdr.mq.edu.au
Towards Cloud-assisted Internet of Things-based Intelligent Transportation System (CloT-ITS) for Smart Cities
Benjamin Jesse - Principal Supervisor, Dr Adnan Mahmood
E: benjamin.jesse@hdr.mq.edu.au
Reconstructive Data Algorithm
Weijun Li - Principal Supervisor, Professor Mark Dras
E: weijun.li1@hdr.mq.edu.au
Defending Against Data Recovery Attack in Federated Learning
Xiang Li - Principal Supervisor, Professor Longbing Cao
E: xiang.li38@hdr.mq.edu.au
Derivative use of 3D modeling technology: virtual medical platform application
Junlin Liu - Principal Supervisor, Dr Mitchell McEwan
E: junlin.liu1@hdr.mq.edu.au
Gamified politics: Role-playing mechanism in serious games
Qihua Lyu - Principal Supervisor, Associate Professor Jia Wu
E: qihua.lyu@hdr.mq.edu.au
Real-time social event detection by updating GNN methods
Mohammed Moinuddin Sameer - Principal Supervisor, Dr Adnan Mahmood
E: mohammedmoinuddinsameer.mohammedmoinuddinsameer@hdr.mq.edu.au
Building Resilient Supply Chains Through IoT-Enabled Risk Analysis and Mitigation
Erfan Moshiri - Principal Supervisor, Professor Amin Beheshti
E: erfan.moshiri@hdr.mq.edu.au
Intelligent Data Curation Engine for Enhanced Processing Efficiency
Amin Rois Sinung Nugroho - Principal Supervisor, Professor Dali Kaafar
E: aminroissinung.nugroho@hdr.mq.edu.au
Security Defense Against Ransomware for the Masses
Meghann O'Neill - Principal Supervisor, Dr Malcolm Ryan
E: meghann.oneill@hdr.mq.edu.au
How game making templates facilitate emergent practices for learning and teaching
Manoj Madushanka Perera - Principal Supervisor, Dr Adnan Mahmood
E: manojmadushanka.perera@hdr.mq.edu.au
The Impact of Artificial Intelligence (AI) on Business Processes in IT Enterprises
Charanya Ramakrishnan - Principal Supervisor,  Associate Professor Steve Cassidy
E:  charanya.ramakrishnan@hdr.mq.edu.au
Strategies for Success in Large First-Year Computing Units
Sayanthan Sarvananthan - Principal Supervisor, Dr Emma Xue
E: sayanthan.sarvananthan@hdr.mq.edu.au
Social Event Detection Based on Graph Learning Approaches
Stuart Muwanga Sebiranda - Principal Supervisor, Dr Stephen Smith
E: sayanthan.sarvananthan@hdr.mq.edu.au
Developing a Predictive Model of Future Infections of Pandemics Across Poorer Communities in Australia
Afrouz Sheikholeslami - Principal Supervisor, Professor Amin Beheshti
E: afrouz.sheikholeslami@hdr.mq.edu.au
Image Processing in Brain Tumor Segmentation
Graeme Thomas - Principal Supervisor, Professor Amin Beheshti
E: graeme.thomas1@hdr.mq.edu.au
Resisting Adversarial Attacks with Quantum Machine Learning
Kasun Eranda Wijethilake - Principal Supervisor, Dr Adnan Mahmood
E: kasuneranda.wijethilake@hdr.mq.edu.au
Security Vulnerabilities and Integrity Issues in Cloud Computing
Jaculin Chellian Shiny Wise Ponsly - Principal Supervisor,  Dr Usman Naseem
E: jaculinchellianshiny.wiseponsly@hdr.mq.edu.au
 Investigating the Ethical Implications and Mitigation Strategies of Large Language Models
Ben Woods - Principal Supervisor, Dr Diego Molla-Aliod
E: ben.woods@hdr.mq.edu.au
Application of Unstructed Deep Learning for Sentimant Analysis
Jianxuan Xu - Principal Supervisor, Dr Adnan Mahmood
E: jianxuan.xu@hdr.mq.edu.au
Security issues and countermeasures in SDN
Sanaz Yasipourtehrani - Principal Supervisor, Professor Amin Beheshti
E: sanaz.yasipourtehrani@hdr.mq.edu.au
Vision Tasks using Transformer Networks
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