Bao Gia Doan

20 papers A* 3A 3Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks.
AAAI
Bao Gia Doan, Afshar Shamsi, Xiao-Yu Guo, Arash Mohammadi, Hamid Alinejad-Rokny, Dino Sejdinovic, Damien Teney, Damith C. Ranasinghe, Ehsan Abbasnejad
2025 J jnl
Graph spectral purification for backdoor defence in graph neural networks.
World Wide Web (WWW)
Shuiqiao Yang, Bao Gia Doan, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Alsharif Abuadbba, Ehsan Abbasnejad, Seyit Camtepe, Damith C. Ranasinghe, Salil S. Kanhere
2024 J jnl
Bayesian Learned Models Can Detect Adversarial Malware For Free.
CoRR
Bao Gia Doan, Dang Quang Nguyen, Paul Montague, Tamas Abraham, Olivier Y. de Vel, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe
2024 — conf
Bayesian Learned Models Can Detect Adversarial Malware for Free.
ESORICS (1)
Bao Gia Doan, Dang Quang Nguyen, Paul Montague, Tamas Abraham, Olivier Y. de Vel, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe
2024 J jnl
Bayesian Low-Rank LeArning (Bella): A Practical Approach to Bayesian Neural Networks.
CoRR
Bao Gia Doan, Afshar Shamsi, Xiao-Yu Guo, Arash Mohammadi, Hamid Alinejad-Rokny, Dino Sejdinovic, Damith C. Ranasinghe, Ehsan Abbasnejad
2024 A conf
On the Credibility of Backdoor Attacks Against Object Detectors in the Physical World.
ACSAC
Bao Gia Doan, Dang Quang Nguyen, Callum Lindquist, Paul Montague, Tamas Abraham, Olivier Y. de Vel, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe
2024 J jnl
On the Credibility of Backdoor Attacks Against Object Detectors in the Physical World.
CoRR
Bao Gia Doan, Dang Quang Nguyen, Callum Lindquist, Paul Montague, Tamas Abraham, Olivier Y. de Vel, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe
2023 A* conf
Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness.
AAAI
Bao Gia Doan, Shuiqiao Yang, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe
2023 J jnl
Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness.
CoRR
Bao Gia Doan, Shuiqiao Yang, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe
2022 A* conf
Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense.
ICML
Bao Gia Doan, Ehsan Abbasnejad, Javen Qinfeng Shi, Damith C. Ranasinghe
2022 J jnl
Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense.
CoRR
Bao Gia Doan, Ehsan Abbasnejad, Javen Qinfeng Shi, Damith C. Ranasinghe
2022 J jnl
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks.
IEEE Trans. Dependable Secur. Comput.
Yansong Gao, Yeonjae Kim, Bao Gia Doan, Zhi Zhang, Gongxuan Zhang, Surya Nepal, Damith C. Ranasinghe, Hyoungshick Kim
2022 J jnl
TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep Neural Network Systems.
IEEE Trans. Inf. Forensics Secur.
Bao Gia Doan, Minhui Xue, Shiqing Ma, Ehsan Abbasnejad, Damith C. Ranasinghe
2022 A conf
Transferable Graph Backdoor Attack.
RAID
Shuiqiao Yang, Bao Gia Doan, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Seyit Camtepe, Damith C. Ranasinghe, Salil S. Kanhere
2022 J jnl
Transferable Graph Backdoor Attack.
CoRR
Shuiqiao Yang, Bao Gia Doan, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Seyit Camtepe, Damith C. Ranasinghe, Salil S. Kanhere
2021 J jnl
TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep Neural Network Systems.
CoRR
Bao Gia Doan, Minhui Xue, Shiqing Ma, Ehsan Abbasnejad, Damith C. Ranasinghe
2020 J jnl
Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review.
CoRR
Yansong Gao, Bao Gia Doan, Zhi Zhang, Siqi Ma, Jiliang Zhang, Anmin Fu, Surya Nepal, Hyoungshick Kim
2020 A conf
Februus: Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems.
ACSAC
Bao Gia Doan, Ehsan Abbasnejad, Damith C. Ranasinghe
2019 J jnl
DeepCleanse: Input Sanitization Framework Against Trojan Attacks on Deep Neural Network Systems.
CoRR
Bao Gia Doan, Ehsan Abbasnejad, Damith Chinthana Ranasinghe
2019 J jnl
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks.
CoRR
Yansong Gao, Yeonjae Kim, Bao Gia Doan, Zhi Zhang, Gongxuan Zhang, Surya Nepal, Damith Chinthana Ranasinghe, Hyoungshick Kim