Completed
Our Vision: Privacy as a Compute Resource
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Privacy Budget Scheduling
Automatically move to the next video in the Classroom when playback concludes
- 1 Privacy Budget Scheduling
- 2 Example: Messaging App
- 3 What Can Leak?
- 4 Is Differential Privacy (DP) the Solution?
- 5 DP at Individual Model Level
- 6 Problem: Privacy Loss Accumulates
- 7 Solution: DP at Workload Level
- 8 Our Vision: Privacy as a Compute Resource
- 9 PrivateKube
- 10 Architecture
- 11 Outline
- 12 Problem: Privacy is not Replenishable
- 13 Dominant Privacy Fairness (DPF)
- 14 DPF Example
- 15 DPF Properties
- 16 Methodology Questions How does DPF compare to baseline schedulers? How does the DP semantic impact OPF?
- 17 Conclusion
