By Dr Bao Gia Doan

Conference Papers

Doan BG; Shamsi A; Guo XY; Mohammadi A; Alinejad-Rokny H; Sejdinovic D; Teney D; Ranasinghe DC; Abbasnejad E, 2025, 'Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks', in Proceedings of the Aaai Conference on Artificial Intelligence, pp. 16298 - 16307, http://dx.doi.org/10.1609/aaai.v39i15.33790

Doan BG; Nguyen DQ; Lindquist C; Montague P; Abraham T; De Vel O; Camtepe S; Kanhere SS; Abbasnejad E; Ranasinghe DC, 2024, 'On the Credibility of Backdoor Attacks Against Object Detectors in the Physical World', in Proceedings Annual Computer Security Applications Conference Acsac, pp. 940 - 956, http://dx.doi.org/10.1109/ACSAC63791.2024.00079

Doan BG; Yang S; Montague P; De Vel O; Abraham T; Camtepe S; Kanhere SS; Abbasnejad E; Ranasinghe DC, 2023, 'Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness', in Proceedings of the 37th Aaai Conference on Artificial Intelligence Aaai 2023, pp. 14783 - 14791, http://dx.doi.org/10.1609/aaai.v37i12.26727

Yang S; Doan BG; Montague P; De Vel O; Abraham T; Camtepe S; Ranasinghe DC; Kanhere SS, 2022, 'Transferable Graph Backdoor Attack', in ACM International Conference Proceeding Series, pp. 321 - 332, http://dx.doi.org/10.1145/3545948.3545976

Doan BG; Abbasnejad E; Ranasinghe DC, 2020, 'Februus: Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems', Association for Computing Machinery (ACM), pp. 897 - 912, presented at Annual Computer Security Applications Conference, http://dx.doi.org/10.1145/3427228.3427264

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