bethgelab/foolbox

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A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

Stars: 3k
Forks: 442
Open beginner issues: 0
Indexed issues: 23

Dominant language: Python
License: MIT
Last GitHub push: Mar 4, 2024
Latest indexed: Sep 14, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: help wanted
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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23 open issues indexed

Non-writable NumPy array for L1BrendelBethgeAttack and L2BrendelBethgeAttack Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

bethgelab/foolbox#740 · Opened Feb 12, 2025
Attack methods mentioned in https://foolbox.readthedocs.io/, but not found in github Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

bethgelab/foolbox#739 · 1 comment · Opened Feb 11, 2025
Using Foolbox with custom dataset Open

Difficulty 2/5 1-3 hours Newbie friendliness 30/100

bethgelab/foolbox#735 · Opened May 14, 2024
criteria: Misclassification Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

bethgelab/foolbox#734 · Opened Apr 26, 2024
How to load datasets that are not among the sample? Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

bethgelab/foolbox#732 · Opened Mar 23, 2024
It seems like the 'success' value in the return of the 'attack' function is overconfident. Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

bethgelab/foolbox#711 · 2 comments · Opened Jul 13, 2023
Deprecation warning using old scipy namespace for gaussian_filter Open

Difficulty 1/5 Under an hour Newbie friendliness 62/100

bethgelab/foolbox#702 · Opened Dec 2, 2022
Logit optimization Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

bethgelab/foolbox#696 · Opened Aug 9, 2022
Is there a way to change/override the expected loss function of Foolbox's 'attack' function? Open

question

Difficulty 5/5 Over a week Newbie friendliness 25/100

bethgelab/foolbox#689 · 1 comment · Opened Jun 7, 2022
Stepsize for PGD attacks Open

question

Difficulty 3/5 1-2 days Newbie friendliness 25/100

bethgelab/foolbox#685 · 1 comment · Opened May 9, 2022
Improve documentation Open

contributions welcome enhancement help wanted

Difficulty 5/5 Over a week Newbie friendliness 20/100

bethgelab/foolbox#654 · 7 comments · Opened Jan 28, 2022
Attack Overview with Properties Open

enhancement waiting for reply

bethgelab/foolbox#653 · 4 comments · 1 assignee · Opened Jan 28, 2022
Where is Saliency Map Attack in foolbox v3 ? Open

feature request

bethgelab/foolbox#645 · 4 comments · 1 assignee · Opened Sep 22, 2021
Inconsistence in attacking returns Open

enhancement

bethgelab/foolbox#644 · 5 comments · 1 assignee · Opened Sep 14, 2021
Attack for multi-label classification Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

bethgelab/foolbox#643 · Opened Sep 13, 2021
CW L2 attack uses predictions instead of logits Open

bethgelab/foolbox#618 · 3 comments · 1 assignee · Opened Feb 22, 2021
Issues when passing multi-output model as argument Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

bethgelab/foolbox#608 · 3 comments · Opened Jan 5, 2021
Question about using GenAttack Open

Difficulty 2/5 1-3 hours Newbie friendliness 20/100

bethgelab/foolbox#599 · Opened Nov 11, 2020
LinfinityBrendelBethgeAttack Goes Into Infinite Loop Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

bethgelab/foolbox#583 · 2 comments · 2 reactions · Opened Sep 14, 2020
Setting Epsilon to min values Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

bethgelab/foolbox#578 · 1 comment · Opened Aug 17, 2020
tf2.1 DeepFool attack errors with eagerpy implementation Open

Difficulty 4/5 3-5 days Newbie friendliness 28/100

bethgelab/foolbox#552 · 1 comment · Opened Jun 9, 2020
HopSkipJumpAttack constraint is set to "linf" but is equal "l2" Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

bethgelab/foolbox#494 · 3 comments · Opened Feb 16, 2020
Implement new attacks Open

contributions welcome

Difficulty 5/5 Over a week Newbie friendliness 20/100

bethgelab/foolbox#401 · 2 comments · Opened Oct 25, 2019

bethgelab/foolbox

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