| import pandas as pd | |
| from secids_cnn import SecIDSModel | |
| # Step 1: Initialize the model | |
| model = SecIDSModel() | |
| # Step 2: Load network traffic data (replace 'path/to/your/data.csv' with the actual path) | |
| data = pd.read_csv('path/to/your/data.csv') | |
| # Step 3: Make predictions | |
| predictions = model.predict(data) | |
| # Output results | |
| print("Intrusion Detection Results:", predictions) | |