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149 implement robust dpatch attack #155

Merged
merged 33 commits into from
Jun 11, 2024
Merged

149 implement robust dpatch attack #155

merged 33 commits into from
Jun 11, 2024

Commits on Apr 26, 2024

  1. Merge branch '146-refactor-chains-into-nested-runs' into 149-implemen… 

    …t-robust-dpatch-attack
    @treubig26
    treubig26 committed Apr 26, 2024
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Commits on Apr 29, 2024

  1. Download and extract VisDrone2019 zip files

    @treubig26
    treubig26 committed Apr 29, 2024
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  2. Load dataset with HuggingFace and provider Armory wrapper

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    treubig26 committed Apr 29, 2024
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  3. Create benign evaluation for yolov5 with VisDrone dataset

    @treubig26
    treubig26 committed Apr 29, 2024
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Commits on Apr 30, 2024

  1. Record OD rates as metrics

    @treubig26
    treubig26 committed Apr 30, 2024
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  2. Merge branch 'master' into 149-implement-robust-dpatch-attack

    @treubig26
    treubig26 committed Apr 30, 2024
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  3. Revise YOLOv5 wrapper to work with yolov5 backends with slightly diff… 

    …erent detection model types
    @treubig26
    treubig26 committed Apr 30, 2024
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Commits on May 1, 2024

  1. Remove argmax on YOLOv5 output as the NMS processing already does that

    @treubig26
    treubig26 committed May 1, 2024
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  2. Download VisDrone from GitHub and adjust labels to match what YOLOv5 … 

    …was trained on
    @treubig26
    treubig26 committed May 1, 2024
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Commits on May 3, 2024

  1. Ignore all classes with scores of 0 in visdrone dataset

    @treubig26
    treubig26 committed May 3, 2024
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  2. Create initial lightning module to generate robust DPatch against vis… 

    …drone
    @treubig26
    treubig26 committed May 3, 2024
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Commits on May 6, 2024

  1. Merge branch 'master' into 149-implement-robust-dpatch-attack

    @treubig26
    treubig26 committed May 6, 2024
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Commits on May 7, 2024

  1. Apply patch to image in training step

    @treubig26
    treubig26 committed May 7, 2024
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  2. Save final patch to image file

    @treubig26
    treubig26 committed May 7, 2024
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  3. Generate patch then use it in Armory evaluation

    @treubig26
    treubig26 committed May 7, 2024
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Commits on May 8, 2024

  1. Apply random augmentations to image during patch generation

    @treubig26
    treubig26 committed May 8, 2024
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  2. Add args for patch generation parameters

    @treubig26
    treubig26 committed May 8, 2024
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  3. Log loss to MLFlow during patch generation

    @treubig26
    treubig26 committed May 8, 2024
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  4. Randomize patch location

    @treubig26
    treubig26 committed May 8, 2024
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Commits on May 9, 2024

  1. Omit boxes with 0 height or width

    @treubig26
    treubig26 committed May 9, 2024
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  2. Initial attempt using lightning automatic optimization

    @treubig26
    treubig26 committed May 9, 2024
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Commits on May 15, 2024

  1. Merge branch '143-create-model-adapter-for-yolov4' into 149-implement… 

    …-robust-dpatch-attack
    @treubig26
    treubig26 committed May 15, 2024
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Commits on May 20, 2024

  1. Use adjusted learning rate and momentum

    @treubig26
    treubig26 committed May 20, 2024
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  2. Fix _apply methods to return for chaining

    @treubig26
    treubig26 committed May 20, 2024
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  3. Allow custom loss function in YOLOv5 wrapper

    @treubig26
    treubig26 committed May 20, 2024
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Commits on May 21, 2024

  1. Use randomized locations for patch

    @treubig26
    treubig26 committed May 21, 2024
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  2. Clean up patch lightning module

    @treubig26
    treubig26 committed May 21, 2024
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  3. Put model in training mode so loss can be calculated

    @treubig26
    treubig26 committed May 21, 2024
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Commits on Jun 3, 2024

  1. Remove dependency on order of files in visdrone archive

    @treubig26
    treubig26 committed Jun 3, 2024
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  2. Merge branch 'master' into 149-implement-robust-dpatch-attack

    @treubig26
    treubig26 committed Jun 3, 2024
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Commits on Jun 10, 2024

  1. Include test split in visdrone dataset

    @treubig26
    treubig26 committed Jun 10, 2024
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  2. Remove initial_patch from module

    @treubig26
    treubig26 committed Jun 10, 2024
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Commits on Jun 11, 2024

  1. Negate the loss so optimizing it increases the loss

    @treubig26
    treubig26 committed Jun 11, 2024
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