Completed
Infer Property Two-Party Experiment
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Exploiting Unintended Feature Leakage in Collaborative Learning - Congzheng Song
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Overview
- 3 Deep Learning Background
- 4 Distributed / Federated Learning
- 5 Threat Model
- 6 Leakage from model updates
- 7 Property Inference Attacks
- 8 Infer Property Two-Party Experiment
- 9 Active Attack Works Even Better
- 10 Multi-Party Experiments
- 11 Visualize Leakage in Feature Space
- 12 Takeaways
