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content/notes/18-ML-in-IA-2.md
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- comp210
---
# nefarious uses of ml
## password guessing
- normally based on heuristics that are designed by humans
- biased may not match true distributions of passwords
- leaked data can be used to "learn" what to guess
- gain insight into what users use as passwords
## alternative - PassGan
- use statistical distribution of passwords then use this to generate guesses
![passGAN](https://i.imgur.com/439hrXq.png)
new password generate, which also provides real world indicator of password st
# bigger issues
# where to from here