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updating slides + website
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zachratliff committed Feb 10, 2025
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| Wednesday (1/29) | Re-identification Attacks | [pdf](lectures/lecture-2-reidentification-reconstruction-attacks.pdf) | Hands-On Differential Privacy, Chapter 11 |
| Problem Set 1 (due Fri 2/7) | | [pdf](homeworks/ps1/ps1.pdf), [tex](homeworks/ps1/ps1.tex) | |
| Monday (2/3) | Reconstruction Attacks | [pdf1](lectures/lecture-3-discussion-and-reconstruction-attacks-practicum.pdf), [ipynb](examples/wk2_regression_attack.ipynb), [pdf2](lectures/lecture-3-part-2.pdf) | [Tanner], [Narayanan-Shmatikov], [Castro-Cavoukian]
| Wednesday (2/5) | Membership Inference Attacks | [pdf](lectures/lecture-4-membership-attacks.pdf), [ipynb](examples/wk2_membership_attack.ipynb) | [Ruggles-van Riper], [Jessica Hullman blog post], [Smith-Ullman] |
| Monday (2/10) | DP Foundations I: Definitions, Basic Mechanisms | | |
| Wednesday (2/12) | DP Foundations II: Properties of DP Mechanisms | | |
| Wednesday (2/5) | Membership Inference Attacks | [pdf](lectures/lecture-4-membership-attacks.pdf) | [Ruggles-van Riper], [Jessica Hullman blog post], [Smith-Ullman] |
| ** DP Foundations** | | | |
| Monday (2/10) | DP Foundations: Definitions, Basic Mechanisms | [ipynb](examples/wk2_membership_attack.ipynb) | [P3G Consortium et al.], Hands-On Differential Privacy, Chapter 2 |
| Wednesday (2/12) | DP Foundations: Properties of DP Mechanisms | | |


[Tanner]: https://www.forbes.com/sites/adamtanner/2013/04/25/harvard-professor-re-identifies-anonymous-volunteers-in-dna-study/#4b8a122d92c9
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