How to mess up a Machine Learning algorithm?

I'm currently looking for a way to change the "mind" of a machine learning algorithm. It's something I'm studying and trying to achieve in order to show how unsecure are ML algorithms. In fact if you think about it, if a ML algorithm is trained to distinguish between male and female through a dataset but the data are switched, he will give back false positives.

Now I want to prove that a bot detection system, can be induced in error making it thus useless, anyone have any idea on how it can be done?

submitted by /u/tattwiggle
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from hacking: security in practice https://ift.tt/2WvJ2jZ

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