UWisconsin CS 763: Security and Privacy in Data Science (Previously CS 839: Topics in Security and Privacy)
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# Calendar
Date | Topic | Notes
:----:|-------|:---------:
| <center> <h4> **Differential Privacy** </h4> </center> |
3 years ago
9/4 | [Course welcome](../resources/slides/lecture-welcome.html) <br> **Reading:** Keshav. [*How to Read a Paper*](https://web.stanford.edu/class/ee384m/Handouts/HowtoReadPaper.pdf). | HW1 Out
9/6 | Basic private mechanisms <br> **Reading:** AFDP 3.2-4 |
9/9 | Composition and closure properties <br> **Reading:** AFDP 3.5 | Signups
9/11 | What does differential privacy actually mean? <br> **Reading:** McSherry. [Lunchtime for Differential Privacy](https://github.com/frankmcsherry/blog/blob/master/posts/2016-08-16.md) |
9/13 | Paper presentations: Differential privacy | HW1 Due
| <center> <h4> **Adversarial Machine Learning** </h4> </center> |
9/16 | Overview and basic concepts | HW2 Out
9/18 | Paper presentations: Adversarial attacks |
9/20 | Paper presentations: ??? |
9/23 | Adversarial training |
9/25 | Paper presentations: Certified defenses |
9/27 | Paper presentations: ??? | HW2 Due
| <center> <h4> **Applied Cryptography** </h4> </center> |
3 years ago
9/30 | Overview and basic constructions | HW3 Out
10/2 | Paper presentations: Secure Multiparty Computation |
10/4 | Paper presentations: ??? |
3 years ago
10/7 | Homomorphic Encryption |
10/9 | Paper presentations: Oblivious computing and side channels |
10/11 | Paper presentations: ??? | HW3 Due <br> MS1 Due
| <center> <h4> **Advanced Topic: Algorithmic Fairness** </h4> </center> |
3 years ago
10/14 | Overview and basic notions |
10/16 | Paper presentations: Individual and group fairness |
10/18 | Paper presentations: ??? |
10/21 | Challenges in defining fairness |
10/23 | Paper presentations: Repairing fairness |
10/25 | Paper presentations: ??? |
| <center> <h4> **Advanced Topic: PL and Verification** </h4> </center> |
3 years ago
10/28 | Overview and basic notions |
10/30 | Paper presentations: Probabilistic programming languages |
11/1 | Paper presentations: ??? |
11/4 | Programming languages for differential privacy |
11/6 | Paper presentations: Verifying probabilistic programs |
11/8 | Paper presentations: ??? | MS2 Due
| <center> <h4> **No Lectures: Work on Projects** </h4> </center> |
12/11 (TBD) | Project Presentations |