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Cyber-Physical Systems Virtual Organization

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

CPS-VO

black-box CNN models

biblio

Visible to the public Substitute Model Generation for Black-Box Adversarial Attack Based on Knowledge Distillation

Submitted by aekwall on Tue, 03/09/2021 - 12:04pm
  • deep convolutional neural network
  • black-box models
  • adversarial attack perturbation
  • attacking success rate
  • black-box adversarial attack
  • black-box adversarial samples
  • black-box CNN models
  • classification mechanism
  • compact student model
  • adversarial samples
  • DenseNet121
  • knowledge distillation
  • multiple CNN teacher models
  • ResNet18
  • substitute model
  • substitute model generation
  • white-box attacking methods
  • convolutional neural networks
  • learning (artificial intelligence)
  • Resiliency
  • pubcrawl
  • composability
  • Computational modeling
  • Metrics
  • Training
  • convolutional neural nets
  • Task Analysis
  • black box encryption
  • image classification
  • Predictive models
  • computer vision
  • Perturbation methods
  • Approximation algorithms
  • computer vision tasks

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