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Cyber-Physical Systems Virtual Organization

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

CPS-VO

CNN-based malware family classification method

biblio

Visible to the public Robustness Analysis of CNN-based Malware Family Classification Methods Against Various Adversarial Attacks

Submitted by grigby1 on Thu, 10/29/2020 - 11:12am
  • image-based classification methods
  • security
  • Robustness
  • Resiliency
  • resilience
  • pubcrawl
  • privacy
  • Microsoft malware dataset
  • Metrics
  • malware family classification
  • malware classification
  • malware
  • invasive software
  • input image
  • imperceptible nonrandom perturbations
  • adversarial attacks
  • image colour analysis
  • Image color analysis
  • image classification
  • Human behavior
  • feature extraction
  • convolutional neural networks
  • convolutional neural network-based malware family classification methods
  • convolutional neural nets
  • Conferences
  • CNN-based malware family classification method
  • CNN-based classification methods
  • Analytical models
  • adversarial example

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