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Bao Gia Doan

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

7

Venues

5

Active years

2020–2025

Best venue rank

A*

Where they publish

Papers

7 indexed papers, newest first.

YearVenueTitleAuthors
2025AAAIBayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks.Bao Gia Doan, Afshar Shamsi, Xiao-Yu Guo, Arash Mohammadi, Hamid Alinejad-Rokny, Dino Sejdinovic, Damien Teney, Damith C. Ranasinghe, Ehsan Abbasnejad
2024ACSACOn the Credibility of Backdoor Attacks Against Object Detectors in the Physical World.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
2024ESORICSBayesian Learned Models Can Detect Adversarial Malware for Free.Bao Gia Doan, Dang Quang Nguyen, Paul Montague, Tamas Abraham, Olivier Y. de Vel, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe
2023AAAIFeature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness.Bao Gia Doan, Shuiqiao Yang, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe
2022ICMLBayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense.Bao Gia Doan, Ehsan Abbasnejad, Javen Qinfeng Shi, Damith C. Ranasinghe
2022RAIDTransferable Graph Backdoor Attack.Shuiqiao Yang, Bao Gia Doan, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Seyit Camtepe, Damith C. Ranasinghe, Salil S. Kanhere
2020ACSACFebruus: Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems.Bao Gia Doan, Ehsan Abbasnejad, Damith C. Ranasinghe