Setting Epsilon to min values
- Dominant language
- Python
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- 3k
- Forks
- 442
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Description
Hi I am relatively new to coding.
I recently switched from Foolbox 2.4.0 to the newer version 3.0.4.
In the previous version I was mostly using the FGSM or the PGD attack without the need to specify the epsilon value.
I noticed that in the new version I need to specify the espilon value/s within the **attack()**
Is there any way to avoid setting the epsilon value/s beforehand, and letting the attack compute a specific(possibly different) minimum epsilon value for each distinct pixel?
Thanks
Contributor guide
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Research direction
Start by reading the attack() API in Foolbox 3.0.4 and the existing FGSM and PGD attack entry points. Determine whether the requested per-pixel minimum epsilon behavior fits the current attack model, and define tests that demonstrate the intended result for distinct pixels.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100