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National Science Foundation

Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

CPS-VO

cyber security practitioners

biblio

Visible to the public A user-centric machine learning framework for cyber security operations center

Submitted by K_Hooper on Wed, 02/14/2018 - 12:00pm
  • Scalability
  • Mathematical model
  • Metrics
  • model performance evaluations
  • Predictive models
  • preventive technologies
  • pubcrawl
  • Resiliency
  • risk score generation
  • risky user detection
  • malicious attacks
  • security event normalization
  • security information and event management system
  • security of data
  • SIEM
  • SOC analyst productivity
  • Symantec SOC production environment
  • user-centric
  • user-centric machine learning framework
  • flag alerts
  • computer security
  • cyber security operation center
  • cyber security operations center
  • cyber security practitioners
  • Data collection
  • Data models
  • data scientists
  • false positive rate reduction
  • feature engineering
  • artificial intelligence security
  • Human behavior
  • label creation
  • learning (artificial intelligence)
  • Learning systems
  • machine learning algorithm selection
  • machine learning algorithms
  • machine learning researchers
  • machine learning system

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