Toward Machine Learning Assurance

Abstract

The SEI's mission is to advance the technologies and practices needed to acquire, develop, operate, and sustain software systems that are innovative, affordable, trustworthy, and enduring. Goals; Frame the need for machine learning assurance; Discuss lifecycle, processes and controls.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2020
Accession Number
AD1090435

Entities

People

  • Matthew Churilla

Organizations

  • Carnegie Mellon University

Tags

DTIC Thesaurus Topics

  • Abstracts
  • Artificial Intelligence
  • Copyrights
  • Department Of Defense
  • Engineering
  • Failure Mode And Effect Analysis
  • Guarantees
  • Intellectual Property
  • Learning
  • Machine Learning
  • Materials
  • Patents
  • Software Development
  • Technical Debt
  • Universities
  • Validation

Fields of Study

  • Computer science

Readers

  • Neural Network Machine Learning.
  • Software Engineering.

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy