What Are Deepfakes, and How Can We Detect Them?

Abstract

What is a deepfake? Believable media generated by a deep neural network -- Mirsky and Lee (2020)

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Document Details

Document Type
Technical Report
Publication Date
Aug 01, 2022
Accession Number
AD1178469

Entities

People

  • Dominic Ross
  • Shannon Gallagher

Organizations

  • Carnegie Mellon University

Tags

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Artificial Intelligence Computing
  • Artificial Intelligence Software
  • Computers
  • Copyrights
  • Data Sets
  • Deepfakes
  • Department Of Defense
  • Detection
  • Detectors
  • Engineering
  • Governments
  • Guarantees
  • Images
  • Materials
  • Motion Capture
  • Neural Networks
  • Patents
  • Software Development
  • Trademarks
  • Universities

Fields of Study

  • Computer science

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks