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Differential Privacy + Federated Learning Explained (+ Tutorial) | #AI101

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Differential Privacy + Federated Learning Explained (+ Tutorial) | #AI101

22,152 views February 29, 2020 7:26

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ChannelJordan Harrod

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In this month's AI 101, we're learning about differential privacy and federated learning. Try you hand at it in this Google Colab Tutorial: colab.research.google.com/drive/11jAZ5Xb4UAhO5I…

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Sources:

arxiv.org/pdf/1412.7584.pdf

people.eecs.berkeley.edu/~stephentu/writeups/68…

towardsdatascience.com/understanding-differenti…

en.wikipedia.org/wiki/Differential_privacy

arxiv.org/abs/1610.05492

dl.acm.org/doi/abs/10.1145/3298981?casa_token=4…

arxiv.org/abs/1712.07557

arxiv.org/abs/1611.04482

arxiv.org/abs/1811.12470

arxiv.org/abs/1908.07873

sciencedirect.com/science/article/abs/pii/S1386…

research.google/pubs/pub45648/

towardsdatascience.com/the-new-dawn-of-ai-feder…

federated.withgoogle.com/

towardsdatascience.com/the-new-dawn-of-ai-feder…

en.wikipedia.org/wiki/Federated_learning

ai.googleblog.com/2017/04/federated-learning-co…

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Jordan Harrod published this 7:26 video tutorial on February 29, 2020. It has been watched 22,152 times on YouTube.

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February 29, 2020
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