The importance of security and reliability of software systems makes formal methods of paramount significance as they can be used to guarantee that a system satisfies a particular security policy. Hyperproperties are an abstract formalization of the security policies, however they lack a generic verification methodology. This thesis makes progress towards such a verification methodology. We first introduce the classes of holistic hyperproperties, which are difficult to reason about. To simplify the reasoning about these, we propose their related incremental variants. We also introduce a...