High Performance Techniques to Identify the Source and Authenticity of Digital Videos Using Multimedia Forensics

Abstract

This project addressed the following tasks aimed at developing technologies to identify the source and authenticity of digital videos using multimedia forensics: Task 1. Build forensic algorithms that identify traces specific to the make and model of the camera that captured a video. Task 2. Develop algorithms that fuse multiple forensic traces and identify the source of a digital video. Task 3. Establish algorithms to determine the authenticity of digital videos by detecting evidence of video forgery. Task 4. Develop a field deployable command line and graphical user interface (GUI) tools implementing the algorithms developed in Tasks 1-3 that leverage multi-core architectures for acceleration. Task 5. Perform ground truth video data collection, along with testing and validation of all software and algorithms developed in Tasks 1-4.

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Document Details

Document Type
Technical Report
Publication Date
Nov 30, 2020
Accession Number
AD1222243

Entities

People

  • James Shackleford
  • Matthew C. Stamm
  • Nagarajan Kandasamy

Organizations

  • Drexel University

Tags

Fields of Study

  • Computer science

Readers

  • Cybersecurity.
  • Parallel and Distributed Computing.
  • Sensor Fusion and Tracking Systems.