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National Science Foundation

Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

CPS-VO

numerous nefarious ways

biblio

Visible to the public DeepfakeStack: A Deep Ensemble-based Learning Technique for Deepfake Detection

Submitted by grigby1 on Fri, 01/15/2021 - 12:00pm
  • innovative applications
  • deepfake detection
  • Deepfake multimedia
  • DeepfakeStack
  • generative adversarial network models
  • Greedy Layer-wise Pretraining
  • human perception
  • hyper-realistic images
  • improved composite classifier
  • deep ensemble-based
  • legitimate applications
  • manipulated audio
  • manipulated videos
  • numerous nefarious ways
  • Political Campaigns
  • Realtime Deepfake detector
  • state-of-art classification models
  • unlawful ways
  • resilience
  • pubcrawl
  • Human behavior
  • Human Factors
  • Metrics
  • Resiliency
  • Scalability
  • pattern classification
  • Computer crime
  • learning (artificial intelligence)
  • deep learning models
  • gan
  • GANs
  • DeepFake
  • video clips
  • counterfeit contents
  • Deep Ensemble Learning
  • deep ensemble learning technique

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