evilsocket / evilsocket/pwnagotchi
[BUG] Wrong channel number for 5G in neural network training
Open
bug
- Dominant language
- Python
- Stars
- 9.2k
- Forks
- 1.2k
- PR merge metrics
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Description
When using a 5G device, the neural network does not take into account the number of channels. Basically in epoch.py and reward.py, everytime that it uses `wifi.NumChannels` it should be using `wifi.NumChannelsExt` on 5G devices. Probably needs a similar solution to what was done in featurizer.py
Contributor guide
Research direction
Start by comparing the existing handling in featurizer.py with the uses of wifi.NumChannels in epoch.py and reward.py. Verify which channel value is used for 5G devices, then check that the affected training and reward paths consistently use the extended value where appropriate.
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Assessment
- Tech stack
- python
- Domain
- machine-learning, networking
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Clearly specified
- Newbie friendliness
- 45/100