This is the final PP. Please do not provide any additional comments. There is one piece that needs to be added on Slide 17. Someone added Physical Camera Swap and we need a description we can sort this out today, * Common AI-Deepfake Injection techniques include: * Virtual Camera Injection: Using software to create a virtual camera that directly feeds pre-recorded or synthetic video into the biometric system. * Physical Camera Swap: * Device Emulation: Emulating a mobile device to manipulate the system calls and inject fraudulent biometric data. * Function Hooking: Altering the flow of system calls to replace legitimate biometric data with fraudulent data. * Man-in-the-Middle (MitM) Attacks: Intercepting and altering the data stream between the biometric sensor and the processing system. If someone else wants to make additional modifications, they can. I will upload it to the wiki. C. Maxine Most Principal, Acuity Market Intelligence +1 720 530 5836 640 W. Linden St, Louisville, CO 80027, USA www.acuitymi.com [signature_1405495346]<https://www.linkedin.com/in/maxinemost/> [A close up of a logo Description automatically generated] <https://twitter.com/cmaxmost> [signature_3923117784]