How Adversarial Attacks Work

blog.xix.ai

This is an important piece of knowledge to have in your brain:

Recent studies by Google Brain have shown that any machine learning classifier can be tricked to give incorrect predictions, and with a little bit of skill, you can get them to give pretty much any result you want.
This fact steadily becomes worrisome as more and more systems are powered by artificial intelligence — and many of them are crucial for our safe and comfortable life. Banks, surveillance systems, ATMs, face recognition on your laptop — and very very soon, self-driving cars.

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