The Portable Document Format (PDF) is one of the most commonly used document reader formats, the object structure in PDF is flexible and easy to use. Therefore, that hackers use PDFs to carry out the attacks. The dataset comes from the Garba Rujukan Digital (GARUDA), which consists of a collection of PDF files. PDF files will extract using the pdfid tools to get features used in the multiclass …