Completed
INSTAHIDE ENCRYPTION FOR DATA
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
How to Allow Deep Learning on Your Data Without Revealing Your Data
Automatically move to the next video in the Classroom when playback concludes
- 1 How to allow deep learning on your data without revealing your data
- 2 TWO DISTINCT SETTINGS
- 3 FEDERATED LEARNING FRAMEWORK
- 4 PAST APPROACH 11 DIFFERENTIAL PRIVACY
- 5 PAST APPROACH 21 CRYPTOGRAPHY
- 6 Outline for rest of the talk
- 7 INSTAHIDE ENCRYPTION FOR DATA
- 8 INSTAHIDE INSPIRED BY MIXUP
- 9 INSTAHIDE: HOW IT WORKS
- 10 INSTAHIDE MINOR IMPACT ON ACCURACY
- 11 TEXTHIDE: BACKGROUND
- 12 TEXTHIDE: HOW IT WORKS
- 13 TEXTHIDE MINOR IMPACT ON ACCURACY
- 14 Released software
- 15 RECALL: TWO SETTINGS
- 16 Carlini et al.'s Attack Overview
- 17 Carlini et al.'s Attack Cubic running time
- 18 Carlini et al.'s Attack Limitations
- 19 CONCLUSIONS
