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National Science Foundation

Cyber-Physical Systems Virtual Organization

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

CPS-VO

preprocessing defense

biblio

Visible to the public Towards Understanding Limitations of Pixel Discretization Against Adversarial Attacks

Submitted by grigby1 on Tue, 02/18/2020 - 11:52am
  • neural nets
  • white-box attacks
  • white box cryptography
  • Training
  • Robustness
  • Resiliency
  • resilience
  • pubcrawl
  • preprocessing defense methods
  • preprocessing defense
  • pixel discretization defense method
  • pixel discretization
  • Perturbation methods
  • Neural networks
  • adversarial attacks
  • MNIST
  • Metrics
  • Measurement
  • machine learning
  • low computational overhead
  • ImageNet
  • Image Processing
  • deep learning
  • Data models
  • Cryptography
  • composability
  • Artificial Neural Networks

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