Completed
Gradients Leak Information
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Comprehensive Privacy Analysis of Deep Learning
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Deep learning Tasks
- 3 Privacy Threats
- 4 Membership Inference
- 5 Training a Model
- 6 Gradients Leak Information
- 7 Different Learning/Attack Settings
- 8 Active Attack on Federated Learning
- 9 Active Attacks in Federated Model
- 10 Fully Trained Model
- 11 Central Attacker in Federated Model
- 12 Local Attacker in Federated Learning
- 13 Score function
- 14 Experimental Setup
- 15 Pretrained Models Attacks
- 16 Federated Attacks
- 17 Conclusions
