Ozdemir, Onur
- Automated Vulnerability Detection in Source Code Using Deep Representation Learning
2018/07/11 by Russell, Rebecca L., Kim, Louis, Hamilton, Lei H. +5 · 25 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Software Engineering (cs.SE)
- Automated software vulnerability detection with machine learning
2018/02/14 by Jacob Harer, Harer, Jacob A., Louis Y. Kim +26 · 12 citations
Computer Science · #Software Engineering Research #Software Reliability and Analysis Research #Advanced Malware Detection Techniques
- Learning to Repair Software Vulnerabilities with Generative Adversarial Networks
2018/05/18 by Harer, Jacob, Ozdemir, Onur, Lazovich, Tomo +4 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- Propagating Uncertainty in Multi-Stage Bayesian Convolutional Neural Networks with Application to Pulmonary Nodule Detection
2017/12/01 by Onur Özdemir, Benjamin Woodward, Ozdemir, Onur +3 · 2 citations
Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Machine Learning (stat.ML) #Phonocardiography and Auscultation Techniques
- Hybrid Maximum Likelihood Modulation Classification Using Multiple Radios
2013/03/04 by Onur Özdemir, Ozdemir, Onur, Ruoyu Li +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced biosensing and bioanalysis techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (stat.ML) #Radar Systems and Signal Processing #Wireless Signal Modulation Classification