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Bao Gia Doan
Bao Gia Doan
Postdoctoral Research Fellow, University of Adelaide
Dirección de correo verificada de adelaide.edu.au - Página principal
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Año
Februus: Input purification defense against trojan attacks on deep neural network systems
BG Doan, E Abbasnejad, DC Ranasinghe
Annual Computer Security Applications Conference (ACSAC) 2020, 897-912, 2020
2632020
Backdoor attacks and countermeasures on deep learning: A comprehensive review
Y Gao, BG Doan, Z Zhang, S Ma, J Zhang, A Fu, S Nepal, H Kim
arXiv preprint arXiv:2007.10760, 2020
2002020
Design and evaluation of a multi-domain Trojan detection method on deep neural networks
Y Gao, Y Kim, BG Doan, Z Zhang, G Zhang, S Nepal, DC Ranasinghe, ...
IEEE Transactions on Dependable and Secure Computing (TDSC), 2021
772021
TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep Neural Network Systems
BG Doan, M Xue, S Ma, E Abbasnejad, DC Ranasinghe
IEEE Transactions on Information Forensics and Security (TIFS), 2022
362022
Transferable Graph Backdoor Attack
S Yang, B Gia Doan, P Montague, O De Vel, T Abraham, S Camtepe, ...
Int. Symp. on Research in Attacks, Intrusions and Defenses (RAID), 2022
272022
DeepCleanse: A black-box input sanitization framework against backdoor attacks on deep neural networks
BG Doan, E Abbasnejad, D Ranasinghe
arXiv preprint arXiv:1908.03369, 2019
62019
Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness
BG Doan, S Yang, P Montague, O De Vel, T Abraham, S Camtepe, ...
AAAI Conference on Artificial Intelligence (AAAI-23), 2023
42023
Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense
BG Doan, EM Abbasnejad, JQ Shi, DC Ranasinghe
International Conference on Machine Learning (ICML), 5309-5323, 2022
32022
Bayesian Learned Models Can Detect Adversarial Malware For Free
BG Doan, DQ Nguyen, P Montague, T Abraham, O De Vel, S Camtepe, ...
European Symposium on Research in Computer Security (ESORICS), 2024
12024
Towards Robust Deep Neural Networks
GB Doan
University of Adelaide, 2022
2022
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