Seuraa
Bao Gia Doan
Bao Gia Doan
Postdoctoral Research Fellow, University of Adelaide
Vahvistettu sähköpostiosoite verkkotunnuksessa adelaide.edu.au - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
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
2572020
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
1972020
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
752021
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
262022
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
Järjestelmä ei voi suorittaa toimenpidettä nyt. Yritä myöhemmin uudelleen.
Artikkelit 1–9