Completed
Cryptographic Instance Hiding
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Instance-Hiding Schemes for Private Distributed Learning
Automatically move to the next video in the Classroom when playback concludes
- 1 Introduction
- 2 Private Distributed Learning
- 3 Cryptography
- 4 Instahide
- 5 Mixup Data Augmentation
- 6 Cryptographic Instance Hiding
- 7 Multiplicative Noise
- 8 Sine Flip
- 9 Parameter Mixing
- 10 Experimental Results
- 11 Privacy Laws
- 12 Statistical Indistinguishability
- 13 Practical Attacks
- 14 Why Mixup Alone is Not Secure
- 15 Conclusion
