adversarial training

AI Security

Adversarial Machine Learning

Microsoft Research just posted this video on adversarial machine learning. As ML is being used for increasingly security sensitive applications and is trained in increasingly unreliable data, the ability for learning algorithms to tolerate worst-case noise has become more and more important. The reliability of machine learning systems in the presence of adversarial noise has […]

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AI Security

Defense Against Adversarial Attacks

Siraj Raval just posted this video on defending AI against adversarial attacks Machine Learning technology isn’t perfect, it’s vulnerable to many different types of attacks! In this episode, I’ll explain 2 common types of attacks and 2 common types of defenses using various code demos from across the Web. There’s some really dope mathematics involved […]

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