The Enterprise Immune System: Using Machine Learning for Next-Generation Cyber Defense
From insiders to sophisticated external attackers, the reality of cyber security today is that the threat is already inside. Legacy security approaches, which rely on knowledge of past attacks, are simply not sufficient to combat new, evolving attacks. Self-learning AI is needed to autonomously defend against emerging threats already inside the network – before they turn into a full-blown crisis.
Leveraging advancements in machine learning and probabilistic mathematics, a self-learning approach mimics the human immune system to establish a sense of ‘self' for the health of an organisation, enabling security teams to fight back against in-progress attacks in real time.