[AI Seminar] AI Seminar sponsored by Apple -- Jeremy Cohen

[Han Zhao]

Dear faculty and students:

We look forward to seeing you next Tuesday, Mar. 26th, at noon in *NSH
3305 *for our AI Seminar sponsored by Apple. To learn more about the
seminar series,
please visit the website.
On Tuesday, Jeremy Cohen will give the following talk:
*Title: **Certified Adversarial Robustness via Randomized Smoothing*

*Abstract*: Extending recent <https://arxiv.org/abs/1802.03471> work
<https://arxiv.org/abs/1809.03113">, we show how to turn any classifier
that classifies well under Gaussian noise into a new classifier that is
provably robust to perturbations in L2 norm. This method is the only
provable adversarial defense that scales to ImageNet. It also outperforms
all other provable L2 adversarial defenses on CIFAR-10 by a wide margin.
Best of all, the method is extremely simple to implement and to understand.
-- 

*Han ZhaoMachine Learning Department*


*School of Computer ScienceCarnegie Mellon UniversityMobile: +1-*
*412-652-4404*
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