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11/4 | Languages for differential privacy
**Reading:** [*Privacy Integrated Queries*](https://www.microsoft.com/en-us/research/wp-content/uploads/2009/06/sigmod115-mcsherry.pdf)
**See also:** [*Distance Makes the Types Grow Stronger: A Calculus for Differential Privacy*](https://www.cis.upenn.edu/~bcpierce/papers/dp.pdf)
**See also:** [*Programming Language Techniques for Differential Privacy*](https://siglog.hosting.acm.org/wp-content/uploads/2016/01/siglog_news_7.pdf) | Ashish/Athena | Nikhil/Scott |
11/6 | Verifying neural networks
**Reading:** [*AI2: Safety and Robustness Certification of Neural Networks with Abstract Interpretation*](https://files.sri.inf.ethz.ch/website/papers/sp2018.pdf)
**See also:** [*DL2: Training and Querying Neural Networks with Logic*](http://proceedings.mlr.press/v97/fischer19a/fischer19a.pdf) | Roger/Zifan | Ashish/Athena | MS2 Due
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