Few threats are more intimidating to enterprises than a Brute Force, Denial of Service (DoS) or Distributed Denial of Service (DDoS) attack. Organizations need effective and efficient cybersecurity tools to protect themselves as network attackers find more ways to compromise and harm businesses today. Many network threat detection tools today are not up to the task of protecting organizations from increasingly sophisticated malicious activities. They are often inefficient and can miss malicious attacks. VyoPath’s FlowAI harnesses the power of Machine Learning and Artificial Intelligence to spot attacks through real-time behavioral analysis rather than matching IP addresses to historical and potentially inaccurate reputation blocklists.
FlowAI sits between the Flow collection tool and the data repository. The Flow collection tool passes each flow record to FlowAI, where the data is run through a powerful machine learning model. With the machine learning inference complete, two new fields, Prediction and Confidence are appended to the output record and delivered to the data repository.
FlowAI can be embedded directly into your collector.
A single instance of FlowAI can handle roughly 20,000 inferences per second with an accuracy rating of 96% based on the model statistics.
Looking for more information on implementing FlowAI. Send us a message below.
Frisco, Texas
+1 (469) 850-2419
info@vyopath.com