School of Computer Science
Faculty of Sciences, Engineering and Technology
My research is about Trustworthy Machine Learning System, security aspect of Machine Learning and Deep Learning.
My research is about trustworthy and security of Machine Learning and Deep Learning systems.
Date Position Institution name 2018 - ongoing PhD Candidate The University of Adelaide 2014 - 2018 Process and Equipment Engineer Intel Products Vietnam
Language Competency English Can read, write, speak, understand spoken and peer review Vietnamese Can read, write, speak, understand spoken and peer review
Date Institution name Country Title 2012 - 2014 RMIT University Vietnam Vietnam Master of Engineerings 2007 - 2012 Danang University of Technology Vietnam Bachelor of Electronics and Communication Engineering
Year Citation 2021 Gao, Y., Kim, Y., Doan, B. G., Zhang, Z., Zhang, G., Nepal, S., . . . Kim, H. (2021). Design and Evaluation of a Multi-Domain TrojanDetection Method on Deep Neural Networks. IEEE Transactions on Dependable and Secure Computing, 19(4), 1-14.
Doan, B. G., Xue, M., Ma, S., Abbasnejad, E., & Ranasinghe, D. C. (n.d.). TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep
Neural Network Systems.
Year Citation 2020 Doan, B. G., Abbasnejad, M., & Ranasinghe, D. C. (2020). Februus: Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems. In Annual Computer Security Applications Conference, ACSAC 2020 (pp. 897-912). online: ACM.
DOI Scopus16 WoS12
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