Assignment 5: Lab 5: Streaming, NoSQL & Cloud Data Lakes

Due: Tuesday, October 27, 2026
Notebook
Upcoming

Submission Guidelines

Languages

Python

Time Limit

2 seconds

Memory Limit

256 MB

Problem Description

Lab 5: Membership Inference & DP-SGD (Opacus)

Run a membership-inference attack, then defend with DP-SGD and report the privacy/utility tradeoff. (Heavy libraries run server-side on submit.)