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Adversarial Learning and Secure AI

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Chapter 4: Test-Time Evasion Attacks (Adversarial Inputs)

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Chapter 4: Test-Time Evasion Attacks (Adversarial Inputs)

pp. 76-115

Authors

David J. Miller
, Pennsylvania State University,
Zhen Xiang
, University of Illinois, Urbana-Champaign,
George Kesidis
, Pennsylvania State University
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Keywords

  • test-time evasion attack
  • adversarial input
  • black box attack
  • white box attack
  • man-in-the-middle
  • attack transferability
  • targeted attack
  • class-conditional generative adversarial network
  • anomaly detection
  • CW attack

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