--- title: "18-ML-in-IA-2" aliases: tags: - lecture - 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