Doan, Bao Gia

1. Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review
   2020/07/21 by Yansong Gao, Gao, Yansong, Bao Gia Doan +13 · 18 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
2. Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks
   2019/11/23 by Yansong Gao, Gao, Yansong, Yeonjae Kim +13 · 11 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security
3. TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep Neural Network Systems
   2021/11/19 by Bao Gia Doan, Doan, Bao Gia, Minhui Xue +7 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
4. On the Credibility of Backdoor Attacks Against Object Detectors in the Physical World
   2024/08/22 by Bao Gia Doan, Doan, Bao Gia, Callum Lindquist +16 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning
5. Bayesian Low-Rank LeArning (Bella): A Practical Approach to Bayesian Neural Networks
   2024/07/30 by Bao Gia Doan, Doan, Bao Gia, Afshar Shamsi +14 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
6. Bayesian Learned Models Can Detect Adversarial Malware For Free
   2024/03/27 by Bao Gia Doan, Doan, Bao Gia, Paul Montague +14 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection