Presentation: AI & Security: Lessons and Challenges
Abstract
In this talk, I will first present recent results in the area of secure deep learning, in particular, adversarial deep learning---how deep learning systems could be easily fooled and what we need to do to address the issues. I will also talk about how AI and deep learning can help enable new capabilities in security applications. Finally, I will conclude with key challenges and future directions at the intersection of AI and Security: how AI and deep learning can enable better security, and how Security can enable better AI.
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