Modern software supply chain attacks now leverage genuine trust signals, rendering traditional scanners and signature-based defenses ineffective. By hijacking authorized developer pipelines, attackers successfully distribute malicious code packages that inherit legitimate provenance and authentication, effectively creating a deepfake of trusted software.