Kafka stream,ML
I constructed a binary classifier with the intention of predicting data exfiltration via DNS. Two tasks will be required. I used two predictive modeling techniques: a static model and another that changes over time. We will have 2 separate datasets for each task, which should be handled as follows: • A "static_dataset.csv" file for training a static model. • "kafka_dataset.csv" file, which you should treat as a data stream (on a local Kafka Server), and which will be used to assess the dynamic model.
