Threats to Machine Learning Applications

Abstract

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

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Oct 06, 2020
Accession Number
AD1110405

Entities

People

  • Mark Sherman

Organizations

  • Carnegie Mellon University

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Computer Science
  • Cybersecurity
  • Deep Learning
  • Department Of Defense
  • Engineering
  • Facial Recognition
  • Governments
  • Guarantees
  • Learning
  • Machine Learning
  • Materials
  • Recognition
  • Software Development
  • Universities

Fields of Study

  • Computer science

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks