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Personal profile

Biography

Dr Wanli Ma received his PhD degree in Computer Science and Technology from the Australian National University, Canberra, Australia, in 2001.

He had 8 years first hand experience in running IT infrastructure, IT security operations, and digital forensic investigation before joining the Faculty of Information Sciences and Engineering in January 2004.

His research areas are of application nature and mainly concentrate on the application of machine learning and artificial intelligence techniques into cyber security, anomaly (intrusion, spam email, and virus, etc.) discovery and detection, Internet identity management, digital evidence gathering and analysis, and human biological signals.

Research interests

  • Machine learning and data mining
  • eHealth and IT security
  • Digital forensics

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Projects 2006 2018

Research Output 2005 2018

A Study of Combined Lossy Compression and Person Identification on EEG Signals

Nguyen, B., Ma, W. & Tran, D., 7 Jun 2018, International Joint Conference SOCO’18-CISIS’18-ICEUTE’18, San Sebastian, Spain, June 6-8 Proceedings. Grana, M., Lopez-Guede, J. M., Etxaniz, O., Herrero, A., Saez, J. A., Quintian, H. & Corchado, E. (eds.). Cham, Switzerland: Springer, Vol. 771. p. 449-458 10 p. (Advances in Intelligent Systems and Computing; vol. 771).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Electroencephalography
Identification (control systems)
Biometrics

On the Study of Impacts of Brain Conditions on EEG-based Cryptographic Key Generation Systems

NGUYEN, D., TRAN, D., SHARMA, D. & MA, W., Sep 2018, 22nd International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2018). Howlett, R. J., Toro, C., Hicks, Y. & Jain, L. C. (eds.). Belgrade, Serbia: Elsevier B.V, Vol. 126. p. 713-722 10 p. (Procedia Computer Science; vol. 126).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
Electroencephalography
Brain
Error correction
Alcohols
Experiments
File
Decision Tree
Compression
Entropy
Experiment
2 Citations (Scopus)

EEG-Based random number generators

Nguyen, D., Tran, D., Ma, W. & Nguyen, K., 26 Jul 2017, Proceedings 11th International Conference on Network and System Security (NSS 2017): Lecture Notes in Computer Science. Yan, Z. (ed.). Cham, Switzerland: Springer-Verlag London Ltd., Vol. 10394. p. 248-256 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10394 LNCS).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Random number Generator
Electroencephalography
Pseudorandom number Generator
Statistical tests
Random number

Experimental study on the effects of watermarking techniques on EEG-based application system performance

Pham, T. D., Tran, D. & Ma, W., 26 Oct 2017, Neural Information Processing - Proceedings of the 24th International Conference (ICONIP 2017). Guangzhou, China: Springer-Verlag London Ltd., p. 662-671 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10639 LNCS).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Watermarking
Electroencephalography
System Performance
Experimental Study
Emotion Recognition