Provided is an apparatus for detecting and visualizing anomalies in network traffic which includes a traffic information storing portion storing information on network traffic, a traffic state display portion presenting a status of the network traffic generated for a predetermined threshold time based on the information on network traffic on an orthogonal coordinates system in a form of a graph connecting at least one point data as a coordinate value, and a traffic anomalies determination portion determining an existence of anomalies in the network traffic based on a shape of the graph.