AI enables security applications. • Security enables better AI. • Integrity: produces intended/correct results (adversarial machine learning).
The stake is even higher with AI. • As AI controls more and more systems, attacker will have higher & higher incentives. • As AI becomes more and more ...
Oct 5, 2020 · In particular, I will talk about secure deep learning and challenges and approaches to ensure the integrity of decisions made by deep learning.
Duration: 40:53
Posted: Jul 10, 2018
Posted: Jul 10, 2018
Explore AI's impact on security, examining key lessons, current challenges, and future trends in this insightful keynote by Dawn Song at IEEE's Deep ...
In this talk, I will talk about challenges and exciting new opportunities at the intersection of AI and Security,how AI and deep learning can enable better ...
Duration: 1:00:33
Posted: Sep 4, 2018
Posted: Sep 4, 2018
Sep 7, 2018 · Dawn Song explains how AI and deep learning can enable better security and how security can enable better AI.
Apr 24, 2018 · Dawn Song presents recent results in the area of secure deep learning and how deep learning systems could be easily fooled and what we need ...
Missing: Future Directions.
Dawn Song: AI and Security: Lessons, Challenges and Future Directions. 1.