\mathsf QFlip - An Adaptive Reinforcement Learning Strategy for the \mathsf FlipIt Security Game

A rise in Advanced Persistent Threats (APTs) has introduced a need for robustness against long-running, stealthy attacks which circumvent existing cryptographic security guarantees. \\(\\mathsf {FlipIt}\\) is a security game that models attacker-defender interactions in advanced scenarios such as APTs. Previous work analyzed extensively n...More