ADVERSARIAL MACHINE LEARNING : THE CYLANCE CASE STUDY - Adi Ashkenazy

Adi is currently the CEO of Skylight Cyber, a boutique cyber security advisory based in Sydney. ADI'S TALK AI applications in security are clear and potentially useful, however they are not without flaws, and present a new and unique attack surface. Namely, if one could truly understand how a certain model works, and the type of features it uses to reach a decision, then there is a potential to deceive it consistently, creating a bypass while maintaining a false sense of security. In this talk, we will walk through our research in which we have reversed engineered Cylance's AI based EPP to create a unique and amusing bypass.