Since fieldbus still accounts for a part of proportion of ICS, this makes it hardly for them to deploy Ethernet based security products. This research will be targeting Windows base HMI. The concept of research including using image process and machine learning technique, finding the relation of figures and graphs to detect system security. In addition, we will share how we build our system and demo how the system work, we also propose strategies for mitigation of cyber intrusion.