Datasets:
| # WebWatch laboratory protocol | |
| Seed 11. Synthetic shop and API traffic for 7 UTC days. | |
| Gold labels sit on authored time windows, not on a single IP or hour. | |
| Crawlers, a marked deploy, and a sale-like campaign are present so volume is not treated as malice. | |
| An alert means needs review. It is not a proven attack and this demo never blocks a client. | |