Cybersecurity, Artificial Intelligence, AI, Transfer Learning, Threat Intelligence.
the model does not learn patterns that will allow for a correct generalization. Continuous Monitoring and Updates: Monitor model performance for deviations, update/retrain the model and check for data drift regularly to counter evolving attack techniques. These are components of the CI/CD pipeline.