LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis

LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis

IEEE Symposium on Security and Privacy via YouTube Direct link

Practical DP GCN

8 of 12

8 of 12

Practical DP GCN

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis

Automatically move to the next video in the Classroom when playback concludes

  1. 1 Intro
  2. 2 Motivation
  3. 3 Vertically Partitioned Graph Data
  4. 4 Risks of Edge Privacy
  5. 5 Related Work & Preliminaries
  6. 6 Overview of the Attack
  7. 7 DP GCN Framework
  8. 8 Practical DP GCN
  9. 9 Evaluation of Link Teller
  10. 10 LinkTeller against DP GCN
  11. 11 Trade-off between Model Utility and Privacy
  12. 12 Summary

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.