%0 Journal Article %T Early Staged Cyber Incidents Detection in Critical Infrastructures %A A. Anskaitis %A N. Blazys %A R. Rainys %A T. Baksys %J Asian Journal of Computer and Information Systems %D 2016 %X The aim of the research is to create cyber incidents early detection model based on network traffic and OS-based system analyses. Developed cyber attacks detection model is based on anomalies measurements. With the 11 selected parameters and measurement software for real-time data traffic analyze, anomalies in traffic observed during cyber-attack simulation process. For OS-based system similar approach used with 4 selected parameters and Neural-networks classification method. This measurement solution detects anomalies in parameters sets and indicates cyber incidents %K [security %K cyber-attack %K incident detection %K traffic anomaly] %U https://www.ajouronline.com/index.php/AJCIS/article/view/4015