Detects and prevents injection and presentation attacks during image capture for identity verification using code obfuscation and frequently updated cryptographic signature keys to prevent system bypass attempts. The solution blocks virtual camera software and works alongside liveness detection technology to enhance security against deepfakes and generative AI-based threats, providing additional protection during verification processes.