Aaron Tuor

1. Deep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data Streams
   2017/10/02 by Aaron Tuor, Samuel Kaplan, Tuor, Aaron +7 · 7 citations
   Computer Science · #62-07 #Cryptography and Security (cs.CR) #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #Information and Cyber Security #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Neural and Evolutionary Computing (cs.NE)
2. Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems
   2020/11/07 by Ján Drgoňa, Drgona, Jan, Karol Kiš +7 · 7 citations
   Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Electrical engineering #Fault Detection and Control Systems #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Recurrent Neural Network Attention Mechanisms for Interpretable System\n Log Anomaly Detection
   2018/03/13 by Andy Brown, Aaron Tuor, Brown, Andy +5 · 5 citations
   Computer Science · Engineering · #Software System Performance and Reliability #Anomaly Detection Techniques and Applications #Fault Detection and Control Systems
4. Dissipative Deep Neural Dynamical Systems
   2020/11/26 by Ján Drgoňa, Soumya Vasisht, Drgona, Jan +5 · 3 citations
   Computer Science · Engineering · Physics and Astronomy · #Control Systems and Identification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
5. Systematic Evaluation of Backdoor Data Poisoning Attacks on Image\n Classifiers
   2020/04/23 by Loc Truong, Chace Jones, Truong, Loc +13 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection
6. Koopman-based Differentiable Predictive Control for the Dynamics-Aware\n Economic Dispatch Problem
   2022/03/16 by Ethan King, Ján Drgoňa, King, Ethan +11 · 1 citation
   Engineering · #Optimal Power Flow Distribution #Energy Load and Power Forecasting #Power System Optimization and Stability
7. Neural Ordinary Differential Equations for Nonlinear System Identification
   2022/02/28 by Aowabin Rahman, Rahman, Aowabin, Ján Drgoňa +5 · 1 citation
   Computer Science · Engineering · Physics and Astronomy · #Control Systems and Identification #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering