Adaptive Firewalls: ReinforcementLearning in Real-Time Network Defense
Firewalls are among the most important and widely used cybersecurity tools. They are especially useful today when almost every interested user produces content, trades online, and often generates income online. Over the years, firewalls have evolved and become a much more complex and secure tool. In this article, we'll cover the concept of reinforcement learning and its application in making firewalls adaptive and, consequently, more secure. Firewalls like these will soon become the norm as users come to expect more complex tools.