Threats to Machine Learning Applications

Abstract

Outline. Understanding the ML Attack Surface, Understanding Risks of Transfer Learning, Remedies and Limitations, Conventional Threats to Machine Learning.

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Document Details

Document Type
Technical Report
Publication Date
Aug 18, 2020
Accession Number
AD1110248

Entities

People

  • Mark S. Sherman

Organizations

  • Carnegie Mellon University

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Contracts
  • Cybersecurity
  • Department Of Defense
  • Engineering
  • Governments
  • Guarantees
  • Learning
  • Machine Learning
  • Materials
  • Software Development
  • Universities

Fields of Study

  • Computer science

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks