I am a Research Associate at the School of Engineering and Information Technology, University of New South Wales, Canberra, Australia. My current research focuses on bio-cryptography, an intersection of biometrics and applied cryptography, and other interests include pattern recognition, machine learning and information systems. I received my PhD in Computer Science from UNSW with a dissertation on “Learning Brain Biometrics” which involves physiological signal processing and deep learning for representation extraction and biometric pattern recognition.
Book Chapters
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Wang M; Abbass H; Hu J, 2018, 'EEG-based biometrics for person identification and continuous authentication', in Awad AI; Fairhurst M (ed.), Information Security Foundations Technologies and Applications, IET, http://dx.doi.org/10.1049/PBSE001E_ch13
2018
Conference Papers
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Song W; Wang M; Wu Y; Chou CT; Hu J; Hu W, 2022, 'Poster: Towards behavior-independent in-hand user authentication on smartphone using vibration', in Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM, ACM, pp. 844 - 846, presented at ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, http://dx.doi.org/10.1145/3495243.3558257
2022
Zhang Y; Wang M; Zipperle M; Abbasi A; Saberi M, 2022, 'S-index: Significance of Academic Authors to Individual Publication Venues', in Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022, IEEE, presented at 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), 12 September 2022 - 15 September 2022, http://dx.doi.org/10.1109/DASC/PiCom/CBDCom/Cy55231.2022.9927818
2022
Zhang Y; Wang M; Saberi M; Chang E, 2020, 'Towards Expert Preference on Academic Article Recommendation Using Bibliometric Networks', Singapore, presented at Pacific-Asia Conference on Knowledge Discovery and Data Mining, Singapore, 11 May 2020, http://dx.doi.org/10.1007/978-3-030-60470-7_2
2020
Wang M; Hussein A; Rojas RF; Shafi K; Abbass HA, 2019, 'EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction', in Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018, IEEE, pp. 350 - 357, presented at 2018 IEEE Symposium Series on Computational Intelligence (SSCI), 18 November 2018 - 21 November 2018, http://dx.doi.org/10.1109/SSCI.2018.8628649
2019
Wang M; Hu J; Abbass H, 2019, 'Stable EEG Biometrics Using Convolutional Neural Networks and Functional Connectivity', in Australian Journal of Intelligent Information Processing Systems, Sydney, Australia, presented at 2019 - 26th International Conference on Neural Information Processing, Sydney, Australia, 12 December 2019 - 15 December 2019, http://ajiips.com.au/papers/V15.3/v15n3_23-30.pdf
2019
Zhang Y; Saberi M; Wang M; Chang E, 2019, 'K3S: Knowledge-Driven Solution Support System', in Proceedings of the AAAI Conference on Artificial Intelligence, Honolulu,Hawaii, USA, pp. 9873 - 9874, presented at Thirty-Third AAAI Conference on Artificial Intelligence AAAI 19, Honolulu,Hawaii, USA, 27 January 2019, http://dx.doi.org/10.1609/aaai.v33i01.33019873
2019
Abdelfattah SM; Abdelrahman GM; Wang M, 2018, 'Augmenting the Size of EEG datasets Using Generative Adversarial Networks', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN.2018.8489727
2018
El-Fiqi H; Wang M; Salimi N; Kasmarik KE; Barlow M; Abbass H, 2018, 'Convolution Neural Networks for Person Identification and Verification Using Steady State Visual Evoked Potential', in Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, IEEE International Conference on Systems, Man, and Cybernetics, Miyazaki, Japan, pp. 1062 - 1069, presented at IEEE International Conference on Systems, Man, and Cybernetics, Miyazaki, Japan, 07 October 2018 - 10 October 2018, http://dx.doi.org/10.1109/SMC.2018.00188
2018
Wang M; Hu J; Abbass HA, 2018, 'Multi-scale Weighted Inherent Fuzzy Entropy for EEG Biomarkers', in IEEE International Conference on Fuzzy Systems, IEEE, Rio de Janeiro, Brazil, presented at 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Rio de Janeiro, Brazil, 08 July 2018 - 13 July 2018, http://dx.doi.org/10.1109/Fuzz-Ieee.2018.8491544
2018
Wang M; Abbass HA; Hu J, 2016, 'Continuous Authentication Using EEG and Face Images for Trusted Autonomous Systems', in 2016 14th Annual Conference on Privacy, Security and Trust (PST), IEEE, Auckland, New Zealand, pp. 368 - 375, presented at Annual Conference on Privacy, Security and Trust, Auckland, New Zealand, 12 December 2016 - 14 December 2016, http://dx.doi.org/10.1109/PST.2016.7906958
2016
Wang M; Abbass H; Hu J; Merrick K, 2016, 'Detecting Rare Visual and Auditory Events
from EEG Using Pairwise-Comparison Neural
Networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), China, pp. 90 - 101, presented at The 8th International Conference on Brain-Inspired Cognitive Systems, China, - , http://dx.doi.org/10.1007/978-3-319-49685-6_9
2016
Journal articles
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Zhang Y; Wang M; Zipperle M; Abbasi A; Tani Bertuol M, 2023, 'RelRank: A Relevance-based Author Ranking Algorithm for Individual Publication Venues', Information Processing and Management, 60, pp. 103156 - 103156, http://dx.doi.org/10.1016/j.ipm.2022.103156
2023
Song W; Jia H; Wang M; Wu Y; Xue W; Chou CT; Hu J; Hu W, 2023, 'Pistis: Replay Attack and Liveness Detection for Gait-Based User Authentication System on Wearable Devices Using Vibration', IEEE Internet of Things Journal, 10, pp. 8155 - 8171, http://dx.doi.org/10.1109/JIOT.2022.3231381
2023
Zhu Y; Wang M; Yin X; Zhang J; Meijering E; Hu J, 2023, 'Deep Learning in Diverse Intelligent Sensor Based Systems', Sensors, 23, pp. 62 - 62, http://dx.doi.org/10.3390/s23010062
2023
Wang M; Wang S; Hu J, 2022, 'PolyCosGraph: A Privacy-Preserving Cancelable EEG Biometric System', IEEE Transactions on Dependable and Secure Computing, pp. 1 - 15, http://dx.doi.org/10.1109/TDSC.2022.3218782
2022
Tran QN; Turnbull BP; Wang M; Hu J, 2022, 'A Privacy-Preserving Biometric Authentication System with Binary Classification in a Zero Knowledge Proof Protocol', IEEE Open Journal of the Computer Society, 3, pp. 1 - 10, http://dx.doi.org/10.1109/OJCS.2021.3138332
2022
Hussein A; Ghignone L; Nguyen T; Salimi N; Nguyen H; Wang M; Abbass HA, 2022, 'Characterization of Indicators for Adaptive Human-Swarm Teaming', Frontiers in Robotics and AI, 9, pp. 745958, http://dx.doi.org/10.3389/frobt.2022.745958
2022
Zhang Y; Wang M; Saberi M; Chang E, 2022, 'Analysing academic paper ranking algorithms using test data and benchmarks: an investigation', Scientometrics, http://dx.doi.org/10.1007/s11192-022-04429-z
2022
Wang M; Wang S; Hu J, 2022, 'Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems', ArXiv, http://dx.doi.org/10.48550/arXiv.2203.16730
2022
Wang M; Yin X; Zhu Y; Hu J, 2022, 'Representation Learning and Pattern Recognition in Cognitive Biometrics: A Survey', Sensors, 22, pp. 5111 - 5111, http://dx.doi.org/10.3390/s22145111
2022
Wang M; Wang S; Hu J, 2022, 'Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems', IEEE Transactions on Information Forensics and Security, pp. 1 - 1, http://dx.doi.org/10.1109/TIFS.2022.3204222
2022
El-Fiqi H; Wang M; Kasmarik K; Bezerianos A; TAN KC; Abbass H, 2021, 'Weighted Gate Layer Autoencoders', IEEE Transactions on Cybernetics, http://dx.doi.org/10.1109/TCYB.2021.3049583
2021
Wang M; Kasmarik K; Bezerianos A; Tan KC; Abbass H, 2021, 'On the channel density of EEG signals for reliable biometric recognition', Pattern Recognition Letters, 147, http://dx.doi.org/10.1016/j.patrec.2021.04.003
2021
Wang M; Hu J; Abbass HA, 2020, 'BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs', Pattern Recognition, 105, pp. 107381 - 107381, http://dx.doi.org/10.1016/j.patcog.2020.107381
2020
Zhang Y; Wang M; Saberi M; Chang E, 2020, 'Knowledge fusion through academic articles: a survey of definitions, techniques, applications and challenges', Scientometrics, http://dx.doi.org/10.1007/s11192-020-03683-3
2020
Zhang Y; Wang M; Gottwalt F; Saberi M; Chang E, 2019, 'Ranking scientific articles based on bibliometric networks with a weighting scheme', Journal of Informetrics, 13, pp. 616 - 634, http://dx.doi.org/10.1016/j.joi.2019.03.013
2019
Wang M; El-Fiqi H; Hu J; Abbass HA, 2019, 'Convolutional Neural Networks Using Dynamic Functional Connectivity for EEG-Based Person Identification in Diverse Human States', IEEE Transactions on Information Forensics and Security, 14, pp. 3359 - 3372, http://dx.doi.org/10.1109/TIFS.2019.2916403
2019
Zhang Y; Wang M; Saberi M; Chang E, 2019, 'From Big Scholarly Data to Solution-Oriented Knowledge Repository', Frontiers in Big Data, http://dx.doi.org/10.3389/fdata.2019.00038
2019
Wang M; Abdelfattah S; Moustafa N; Hu J, 2018, 'Deep Gaussian Mixture-Hidden Markov Model for Classification of EEG Signals', IEEE Transactions on Emerging Topics in Computational Intelligence, http://dx.doi.org/10.1109/TETCI.2018.2829981
2018
Hussein A; Ghignone L; Nguyen T; Salimi N; Nguyen H; Wang M; Abbass HA, 2018, 'Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey', Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey, http://arxiv.org/abs/1803.03093v1
2018
- Founder and coordinator of the ECR Intelligent Security Group - a special interest group on machine learning and cybersecurity (2022- now)
- Committee member of the Early Career Academic Network (ECAN) UNSW Canberra (2022 - now)
- Publicity Co-Chair of the 2020 IEEE Symposium Series on Computational Intelligence (IEEE SSCI) (2020)