Need advice my brothers

Hey y'all! Well I'm 17m and I have crush on 16f. This feeling started like a week or two and I afraid to getting closer because her friends (girls friends) are discovering my love for her and If that happens all the class will now about it. And if I talk to her she probably tell her friends and it's a checkmate dude. We have something in common but if I talk to her in class she will be a liltle embarassed.

Conclusion: This girl it's special for me but any move I take would be my end (socially speaking)

Thanks guys!