Despite their ubiquity, JPEG images can harbor dangerous threats. A growing trend in cyberattacks involves exploiting vulnerabilities within the JPEG format. These exploits can be subtle, allowing attackers to sneak harmful payloads directly into seemingly harmless images. Hijacking user devices through infected JPEG files is a common tactic emp