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