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Cyber-Physical Systems Virtual Organization

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

CPS-VO

log history annotation

biblio

Visible to the public Analyst Intuition Inspired High Velocity Big Data Analysis Using PCA Ranked Fuzzy K-Means Clustering with Multi-Layer Perceptron (MLP) to Obviate Cyber Security Risk

Submitted by grigby1 on Wed, 11/14/2018 - 1:21pm
  • pattern classification
  • learning (artificial intelligence)
  • log history annotation
  • malware
  • malware attacks
  • manually labelled data
  • MLP
  • Monitoring
  • Multi-layer Perceptron (MLP)
  • multilayer perceptrons
  • network datasets
  • network protocols
  • network user
  • neural network classifier multilayer perceptron base
  • IP networks
  • pattern clustering
  • PCA ranked fuzzy k-means clustering
  • principal component analysis
  • Principal Component Analysis (PCA)
  • pubcrawl
  • resilience
  • Resiliency
  • Scalability
  • scoring system
  • security
  • special semisupervise method
  • statistical data generation
  • Virus
  • cyber threats
  • analyst intuition inspired high velocity big data analysis
  • Artificial Intelligence
  • attacker IP addresses characteristics
  • Big Data
  • Clustering algorithms
  • computer networks
  • computer network security
  • computer security
  • cyber-attacks
  • cyber security
  • cyber security expert
  • cyber security log classification
  • cyber security risk
  • Analyst Intuition
  • data analysis
  • Data mining
  • efficient security monitoring system
  • Expectation Regulated
  • expert system
  • expert systems
  • Fuzzy k-means (FKM)
  • fuzzy set theory
  • High Velocity
  • Human behavior
  • integrated datasets
  • invasive software

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