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Non targeted One Pixel Attack on random 500 samples #78

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4 tasks
Tracked by #77
mehulrastogi opened this issue Aug 31, 2021 · 2 comments
Open
4 tasks
Tracked by #77

Non targeted One Pixel Attack on random 500 samples #78

mehulrastogi opened this issue Aug 31, 2021 · 2 comments
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good first issue Good for newcomers Priority:Medium Medium Priority Tutorials Used for Tutorials

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@mehulrastogi
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mehulrastogi commented Aug 31, 2021 •
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This will be one of the tutorials for One Pixel Attack using VGG16 and CIFAR10 (open to discussion if difficult). Try to include the visualizations in original paper. Link

The following is the minimum requirement:-

  • attack on 500 random samples
  • Attack using 1/3/5 Pixel(s)
  • Accuracy and Confidence analysis
  • Pre and Post attack Image visualizations
@mehulrastogi mehulrastogi mentioned this issue Aug 31, 2021
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@mehulrastogi mehulrastogi added good first issue Good for newcomers Priority:Medium Medium Priority Tutorials Used for Tutorials labels Aug 31, 2021
@mehulrastogi mehulrastogi changed the title Non targeted attack on random 500 samples Non targeted One Pixel Attack on random 500 samples Aug 31, 2021
@mehulrastogi
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Refer to #79 for the fine tuned VGG16

@Shreyas-Bhat
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Hey, I would like to work on this

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