Despite their ubiquity, JPEG images can harbor hidden threats. A recent trend in cyberattacks involves exploiting vulnerabilities within the JPEG encoding. These exploits can be devious, allowing attackers to sneak harmful payloads directly into seemingly innocent images. Hijacking user devices through infected JPEG files is a common tactic empl