This repository contains example datasets from https://sites.google.com/site/nonstationaryarchive/ Souza, V.M.A.; Silva, D.F.; Gama, J.; Batista, G.E.A.P.A. : Data Stream Classification Guided by Clustering on Nonstationary Environments and Extreme Verification Latency. SIAM International Conference on Data Mining (SDM), pp. 873-881, 2015.

The attack works by modeling the data movement with SINDy and generating artificial distributions at t+1, attack points are crafted against these artificial distributions and the points are added to the data stream which is fed to Learn ++.NSE