Are cluster feature and micro-cluster good summary statistics for outlier detection in high dimensional data streams?
No.

Because assignment to microclusters is distance-based, and distances do not work in high-dimensional data anymore. Most likely one mucrocluster will become most central by chance and collect all the samples.