Image Classification How-To Guides
=============

How-to guides will provide step-by-step walkthroughs for key parts of the HEART-library functionality.

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:::::{grid-item-card} How to Simulate White-Box Attacks
:img-top: /_static/how-to/wb.jpg
:link: white_box
:link-type: doc

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~ 10 minutes to complete

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:::::{grid-item-card} How to Simulate Black-Box Attacks
:img-top: /_static/how-to/bb.jpg
:link: black_box
:link-type: doc

+++
~ 10 minutes to complete

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:::::{grid-item-card} How to Simulate Auto-Attacks
:img-top: /_static/how-to/aa.jpg
:link: auto_attacks
:link-type: doc

+++
~ 10 minutes to complete

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::::::{grid} 3

:::::{grid-item-card} How to Create Defenses for Image Classification
:img-top: /_static/how-to/cd.jpg
:link: create_defenses
:link-type: doc

+++
~ 10 minutes to complete

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:::::{grid-item-card} How to Replace Datasets in Model Evaluation
:img-top: /_static/how-to/rd.jpg
:link: replace_datasets
:link-type: doc

+++
~ 10 minutes to complete

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```{toctree}
:caption: 'Image Classification'
:maxdepth: 2
:hidden:
Simulate White-Box Attacks <white_box.md>
Simulate Black-Box Attacks <black_box.md>
Simulate AutoAttack <auto_attacks.md>
Create Defenses <create_defenses.md>
Replace Datasets <replace_datasets.md>
```