Multi-layer noise reshaping and perceptual optimization for effective adversarial attack of images

HIGHLIGHTS

  • who: Zhiquan He from the (UNIVERSITY) have published the Article: Multi-layer noise reshaping and perceptual optimization for effective adversarial attack of images, in the Journal: (JOURNAL)
  • what: The authors explore how perceptual quality optimization can be incorporated into the adversarial attack design and propose a two-stage attack method to reshape the adversarial noise by an initial attack and optimize the visual quality of the attacked images without sacrificing the attack success rate. To improve the image perceptual quality further the authors propose a fast search algorithm to perform an iterative block-wise pruning . . .

     

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