Towards security defect prediction with AI

Abstract

Deep learning cannot yet predict security defects in C code.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2019
Accession Number
AD1090852

Entities

People

  • Carson D. Sestili
  • Nathan M. Vanhoudnos
  • William S. Snavely

Organizations

  • Carnegie Mellon University

Tags

DTIC Thesaurus Topics

  • Analyzers
  • Artificial Intelligence
  • Computer Programs
  • Computing System Architectures
  • Control Systems
  • Data Sets
  • Deep Learning
  • Engineering
  • English Language
  • Language
  • Machine Learning
  • Natural Languages
  • Network Architecture
  • Neural Networks
  • Precision
  • Software Development
  • Training

Fields of Study

  • Computer science

Technology Areas

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