Spurious

/ˈspjʊəriəs/ adjective hard

Not genuine or authentic, and often meant to deceive by appearing legitimate.

The report's conclusions rested on a spurious correlation between ice cream sales and crime rates.

Memory Trick

Think of spurious as 'spur-ious' -- a spurious claim spurs you down a false trail that looks real but leads nowhere.