This problem is fairly straightforward. Since we already know that there should be two main classes then K-means clustering with K=2 is the first method we try.
See URL for [full implementation](https://github.com/pberba/ctf-solutions/blob/master/20190907-trendmicro/wild-100/solution.ipynb)