A transfer-aware, deployment-oriented evaluation framework for NetFlow-based intrusion detection systems (TAN-IDS)
Fig 5
Attack-class precision–recall across cross-dataset and fine-tuning scenarios.
The results illustrate how domain mismatch and limited target-domain adaptation jointly affect attack detection sensitivity and false-alarm propensity.