Unique hybrid architecture is ideal for modern tech stacks and cloud deployments. The solution scales horizontally across multiple nodes while enabling customers to retain control of their sensitive data.
Platform consists of two components
Nodes use DPI approach to decode and analyze even the more complex nested formats such as JSON inside XML field. Traffic metrics that characterize the application are calculated locally using statistical algorithms based on character distribution functions instead of regexp. These metrics are sent to Wallarm Cloud and fed into Wallarm AI.
The cloud-based platform runs a three-layered machine learning engine to reconstruct applications' business-logic, identify their endpoints, data boundaries and normal user behaviors; all based on the data collected from Wallarm Nodes. Customized security rules are then deployed to Wallarm Nodes.