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Hi there and welcome
Its a trick they do to make you believe this is the case, but being an iPad it cannot be infected (due to how they worked).
One thing though is t is best to remove the cache data.
So go to In the Settings app, tap Safari, and you will see options to Clear History and Clear Cookies and Data.
This will ensure the page trying to trick you is gone.
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