Series Deployment

in the defense deployment series, the threat informed defense model is deployed sequentially just before the original model when a user sends a request, it passes through the api gateway and load balancer before reaching the pre processor the processed data is then sent to the defense model based on the control signal received from the defense model, a decision is made whether to forward the request to the original model, block it, or take other necessary actions telemetry data is sent to siem tools through a connector, similar to parallel deployment however, due to the series deployment and control at the defense level, there may be a decrease in the accuracy of the original model