Fraudulent content on malicious pages has now turned into a growing concern throughout modern digital environment. Many of these websites are intentionally intentionally created to deliberately deceive users, spread misleading data, or fool individuals into unknowingly taking activities which might compromise a person’s safety. Most malicious si