Threats to Transfer Learning Applications

Abstract

Imagine a SolarWinds style attack in video editing software. Inserting malicious face reconstructor via transferred teacher.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2021
Accession Number
AD1123247

Entities

People

  • Mark Sherman

Organizations

  • Carnegie Mellon University

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DTIC Thesaurus Topics

  • Computing-Related Activities
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  • Deep Learning
  • Deepfakes
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Fields of Study

  • Computer science