Rapid Adjudication of Static Analysis Alerts During CI

Abstract

Highlighted Research Focus Areas ;Improve classifier precision and recall. Data quality. Wide variety of labeled data. Enable classifier usevia modular architecture. Enable classifier use in CI systems. Goal: Enable practical automated classification for more secure software and lower cost/effort.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2020
Accession Number
AD1110353

Entities

People

  • Lori A. Flynn

Organizations

  • Carnegie Mellon University

Tags

Communities of Interest

  • Cyber

DTIC Thesaurus Topics

  • Algorithms
  • Artificial Intelligence
  • Big Data
  • Classification
  • Computer Programs
  • Deep Belief Networks
  • Department Of Defense
  • Dimensionality Reduction
  • Engineering
  • Factor Analysis
  • Information Science
  • Machine Learning
  • Precision
  • Security
  • Software Assurance
  • Software Development
  • Universities

Fields of Study

  • Computer science

Readers

  • Neural Network Machine Learning.
  • Software Engineering.