- .. we want to further explore the process of adding features to the [above] classification tool . In addition to adding features, we would like to investigate new applications that might represent a minority of bytes when observing the overall traffic on the long run but might be considered as crucial by the ISP, e.g. streaming or social network traffic. Also, encrypted traffic is of high interest ...
- So far, all works that rely on statistical approaches use deep packet inspection tools for annotating the pre-labeled trace used to train the classifier. No study has considered the reverse problem of how results of statistical tools can help improving deep packet inspection tools.
- Traffic classification might be used to profile groups of users. It can also be used to inform anomaly detection, e.g., abnormal trends in a specific application. We started to investigate users profiling