eArticles

1 . Conference

On the Credibility of Backdoor Attacks Against Object Detectors in the Physical World

저자: by Doan, Bao Gia; Quang Nguyen, Dang; Lindquist, Callum; Montague, Paul; Abraham, Tamas, et al.
소스: 2024 Annual Computer Security Applications Conference (ACSAC) ACSAC Computer Security Applications Conference (ACSAC), 2024 Annual. :940-956 Dec, 2024

7 . Report

Bayesian Low-Rank LeArning (Bella): A Practical Approach to Bayesian Neural Networks

저자: by Doan, Bao Gia; Shamsi, Afshar; Guo, Xiao-Yu; Mohammadi, Arash; Alinejad-Rokny, Hamid, et al.
소스

7 . Report

Bayesian Learned Models Can Detect Adversarial Malware For Free

저자: by Doan, Bao Gia; Nguyen, Dang Quang; Montague, Paul; Abraham, Tamas; De Vel, Olivier, et al.
소스

7 . Report

Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness

저자: by Doan, Bao Gia; Yang, Shuiqiao; Montague, Paul; De Vel, Olivier; Abraham, Tamas, et al.
소스

7 . Report

Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense

저자: by Doan, Bao Gia; Abbasnejad, Ehsan; Shi, Javen Qinfeng; Ranasinghe, Damith C..
소스: Proceedings of the 39th International Conference on Machine Learning, PMLR 162:5309-5323, 2022

6 . Report

Transferable Graph Backdoor Attack

저자: by Yang, Shuiqiao; Doan, Bao Gia; Montague, Paul; De Vel, Olivier; Abraham, Tamas, et al.
소스

7 . Report

TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep Neural Network Systems

저자: by Doan, Bao Gia; Xue, Minhui; Ma, Shiqing; Abbasnejad, Ehsan; Ranasinghe, Damith C..
소스

7 . Report

Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review

저자: by Gao, Yansong; Doan, Bao Gia; Zhang, Zhi; Ma, Siqi; Zhang, Jiliang, et al.
소스

7 . Report

Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks

저자: by Gao, Yansong; Kim, Yeonjae; Doan, Bao Gia; Zhang, Zhi; Zhang, Gongxuan, et al.
소스

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Februus: Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems

저자: by Doan, Bao Gia; Abbasnejad, Ehsan; Ranasinghe, Damith C..
소스: In the 36th Annual Computer Security Applications Conference (ACSAC 2020)

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