Differential privacy beyond algorithm: Challenges for deployment

Rachel Cummings

DEF CON 32 Creator Stage · Day 1 · Creator Stage

In this DEF CON 32 talk, Professor Rachel Cummings of Columbia University introduced the foundational concepts of **Differential Privacy (DP)**, a powerful and mathematically rigorous framework for analyzing sensitive datasets while safeguarding individual privacy. The talk, titled "Differential privacy beyond algorithm: Challenges for deployment," aimed to move past theoretical definitions to address the practical hurdles of implementing DP in real-world scenarios.

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