In cybersecurity, reacting quickly is good, but anticipating what’s coming next is even better.   What are Predictive Analytics?  Predictive analytics combine network data and threat intelligence with machine learning techniques and natural language processing to anticipate an attacker’s next moves. How does it work? Algorithms analyze mountains of data—network traffic, login patterns, file sizes, IP addresses, and more. If something unusual occurs, predictive models flag the activity as suspicious. But these models don’t just tell you what’s happening now, they tell you what will likely happen next. Attackers don’t break into a network and immediately begin stealing data. Instead, they

Choosing the right deployment model for a Network Detection and Response (NDR) solution requires balancing factors like scalability, control, privacy, and operational complexity. Here’s a breakdown of on-premises, cloud, and hybrid options to help you make the best decision for your business.