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Rob van der Veer -- OWASP AI Security & Privacy Guide

The Application Security Podcast

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How to Integrate AI Security Into Your Development Program?

The key is to involve AI into your code reviews and awareness training. Data poisoning, input manipulation or membership inference can all be exploited by a model. Make sure the data that you collected it for has a similar purpose as what you're going to use it for in the model. Do users know what are the agreements with, if it's personal data, with the people that actually own the data? There's a whole range of privacy aspects that we've discussed in the guide from fairness, transparency, purposeful data limitation.

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