The use of cloud computing has revolutionized the way in which cyber infrastructure is used and managed. The on-demand access to seemingly infinite resources provided by this paradigm has enabled technical innovation and indeed innovative business models and practices. This rosy picture is threatened, however, by increasing nefarious interest in cloud platforms. Specifically, the shared tenant, shared resource nature of cloud platforms, as well as the natural accrual of valuable information in cloud platforms, provide both the incentive and the possible means of exploitation.