Attack Surfaces for Machine Learning Applications

Abstract

Development Processes for Machine Learning Applications are Complex. Each Step in the Process is an Opportunity for Corruption. Extensive Supply Chains for Machine Learning Applications is a Ready Vector for Introducing Corruption.

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Document Details

Document Type
Technical Report
Publication Date
Oct 06, 2021
Accession Number
AD1150238

Entities

People

  • Mark S. Sherman

Organizations

  • Carnegie Mellon University

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Artificial Intelligence Software
  • Computer Languages
  • Data Sets
  • Deepfakes
  • Department Of Defense
  • Engineering
  • Language
  • Learning
  • Machine Learning
  • Materials
  • Natural Languages
  • Neural Networks
  • Software Development
  • Supply Chain
  • Universities
  • Video

Fields of Study

  • Computer science

Readers

  • Cybersecurity.
  • Neural Network Machine Learning.
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy
  • AI & ML - Neural Networks