Are there fake crypto apps?

I've been hearing rumors about fake crypto apps floating around. Could you clarify for me, are there indeed fake crypto apps in existence? If so, how can one distinguish between a legitimate crypto app and a fraudulent one? What are the common signs or red flags to look out for? And most importantly, how can crypto enthusiasts protect themselves from falling prey to these fake apps and potentially losing their hard-earned investments?