Madeline,
Per my answer in Maximize the minimum singular value , the minimum singular value of a matrix of dimension >= 2 is neither convex nor concave in general. This is not inconsistent with your statement though, because min is not a monotone function.
Truth in advertising: I had to look up the definition of monotone function.