The Fourth Amendment is meant to protect everyone. There are certainly more innocent people than guilty.
Would you agree with your statement even if evidence was presented against you, but was made up by someone you didn't even know? Therefore, the Fourth Amendment implies there be a certain standard of judgment on behalf of law enforcement.
Truth is truth. They are guilty as sin. Judicial tyrants set them loose to prey on innocents.