Mass Update Object permission in S3 bucket

Question

Due to a bug in a part of our application, a bunch of files were uploaded to an Amazon S3 Bucket with public access enabled.

Mind you the bucket itself has public access disabled:

But the Objects in the bucket got Public access enabled individually by the application bug.

Is there a way to bulk remove the public access permission from every object in my S3 Bucket?