Nguyen, Andre T.

1. Robust Design of Deep Neural Networks against Adversarial Attacks based\n on Lyapunov Theory
   2019/11/11 by Arash Rahnama, André T. Nguyen, Rahnama, Arash +3 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Out of Distribution Data Detection Using Dropout Bayesian Neural Networks
   2022/02/18 by Nguyen, Andre T., Lu, Fred, Munoz, Gary Lopez +3 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Adversarial Attacks, Regression, and Numerical Stability Regularization
   2018/12/07 by André T. Nguyen, Edward Raff, Nguyen, Andre T. +1 · 2 citations
   Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
4. Leveraging Uncertainty for Improved Static Malware Detection Under Extreme False Positive Constraints
   2021/08/09 by André T. Nguyen, Edward Raff, Nguyen, Andre T. +5 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
5. Would a File by Any Other Name Seem as Malicious?
   2019/10/10 by Nguyen, Andre T., Raff, Edward, Sant-Miller, Aaron · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)