13.3.2 Proposed Pipeline

We modified and evaluated several pipelines based on transfer learning and fine-tuning, using resized screenshots of ICSs as input. In the transfer learning approach, we used a pre-trained CNN architecture to extract features, which were then fed into a classifier trained on three categories: OT, IT, and others. In the fine-tuning approach, we redefined the head of the CNN architecture to autom...