Is the word bastard mentioned in Bible?

In the King James version, yes.

Hebrews 12:8(NIV) says: "If you are not disciplined-and everyone undergoes discipline-then you are not legitimate, not true sons and daughters at all. "

The term "not legitimate" is translated "bastards" in the King James version of The Bible.