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National Science Foundation

Cyber-Physical Systems Virtual Organization

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

CPS-VO

machine learning models

biblio

Visible to the public A Multi-Classifier Framework for Open Source Malware Forensics

Submitted by grigby1 on Mon, 07/01/2019 - 10:06am
  • pattern classification
  • machine learning models
  • malware
  • malware analysis reports
  • malware attacks
  • malware forensics
  • manual analysis
  • multiclassifier framework
  • open source malware forensics
  • open source malware sandbox
  • machine learning algorithms
  • pubcrawl
  • resilience
  • Resiliency
  • Scalability
  • Security Heuristics
  • security of data
  • traditional anti-virus technologies
  • Training
  • ever-evolving threats
  • Bayes methods
  • computer network security
  • computer viruses
  • cyber attack pattern
  • Cyber Attacks
  • data cleaning
  • Data mining
  • Data models
  • automated manner
  • extensive pre-modeling techniques
  • feature extraction
  • future cyber threats
  • Gaussian Naive Bayes classifier
  • heuristics updates
  • invasive software
  • learning (artificial intelligence)
  • machine learning
biblio

Visible to the public Detection of Exfiltration and Tunneling over DNS

Submitted by grigby1 on Mon, 03/19/2018 - 1:55pm
  • IP networks
  • tunneling
  • Servers
  • Scalability
  • Resiliency
  • resilience
  • pubcrawl
  • Monitoring
  • Metrics
  • Measurement
  • malware
  • malicious purposes
  • machine learning models
  • machine learning
  • learning (artificial intelligence)
  • advanced persistent threat attacks
  • IOC
  • invasive software
  • information exfiltration
  • indicator of compromise
  • Human behavior
  • exfiltration
  • encoding
  • domain name system
  • DNS tunnel
  • DNS
  • command and control systems
  • command & control servers
  • C&c
  • advanced persistent threats
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