One of the worst sins in Judaism, close to the severity of murder, is falsely accusing or slandering another. This is why.
The penalty for falsely accusing should match the penalty of the accused crime.
Anybody with a slight modicum of religious upbringing knows #8: “Thou shalt not bear false witness against thy neighbor.”