Context-Aware Active Authentication using Touch Gestures, Typing Patterns and Body Movement

Abstract

Design, develop and evaluate a desktop based active authentication system using keystroke timing based biometric features. In addition, various analyses, such as solution scalability and stability, longitudinal degradation, impact of linguistic and cognitive context, feature transformation, and review of population statistics based attacks were performed.

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Document Details

Document Type
Technical Report
Publication Date
Mar 01, 2016
Accession Number
AD1005650

Entities

People

  • Abdul Serwadda
  • Andrew Rosenberg
  • Kiran Balagani
  • Md E. Karim
  • Mike O'neal
  • Vir Phoha

Organizations

  • Louisiana Tech University

Tags

Communities of Interest

  • Human Systems

DTIC Thesaurus Topics

  • Air Force
  • Air Force Research Laboratories
  • Algorithms
  • Authentication
  • Biometric Security
  • Biometrics
  • Cognition
  • Computer Access Control
  • Data Science
  • Data Sets
  • Databases
  • Demography
  • Information Science
  • Machine Learning
  • New York
  • Recognition
  • Statistics

Fields of Study

  • Computer science

Readers

  • Cybersecurity.
  • Psychological Intervention/Treatment for Stress, Anxiety, PTSD, and Related Emotional and Cognitive Health Symptoms.
  • Theoretical Analysis.