Deepfake Image and Video Screening Tool (Forensics)
IEEE Published Document 11448148 forensic media analysis tool detecting facial warping and synthetic audio-lip desynchronization.
Project Overview
Deep forensic platform inspecting high-resolution video streams for subtle generative AI artifacts, facial boundary blurring, and acoustic desynchronization to verify news broadcast authenticity. ### Practical Student Engineering Solution Fully functional hardware demonstration prototype equipped with dedicated microcontrollers, precision sensors, actuators, and an interactive cloud/mobile telemetry dashboard. ### Key Learning Outcomes - Embedded C / MicroPython firmware architecture and sensor interfacing - IoT telemetry protocols (MQTT / HTTP / BLE / LoRaWAN) - Power regulation, hardware debugging, and PCB design principles - Comprehensive technical documentation aligned with IEEE academic standards
Modern commercial and industrial infrastructure requires automated, real-time sensing and telemetry. Conventional manual monitoring suffers from high latency, human error, and lack of predictive fault visibility for Deepfake Image and Video Screening Tool (Forensics).
A turnkey engineering prototype integrating high-precision sensor modules, dedicated microcontroller unit, and cloud telemetry protocols to automate measurement, trigger alert thresholds, and provide remote dashboard control.