PDF documents are trusted for their portability and visual fidelity, but those same qualities make them attractive tools for fraudsters. Whether an attacker alters an invoice, forges a receipt, or embeds deceptive metadata, the consequences can be financial loss, reputational damage, or regulatory exposure. Learning to detect fake pdf and related manipulations equips individuals and…