NetShare is a software package which automatically extracts network flow features from a client computer and la­bels them with their corresponding process name. These flow features are the patterns of the network traffic and does not contain any personally identifiable information. These labeled flows are then uploaded to a secured web server where they are used for software analysis and training statistical network traffic classifiers.