Thesis on the security of machine learning. Reviewer: Prof. Konrad Rieck (TU Berlin) and Prof. Lorenzo Cavallaro (University College London). Thesis is based on 12 papers, with 2 best paper awards, 1 winning ML evasion competition, and a PhD thesis award.