Completed
Intro
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Securing Big Data in the Age of Artificial Intelligence
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Big Data Revolution: Changing Landscape
- 3 Challenges for Big Data
- 4 Other Approach: Use Hardware Support for Efficient Oblivious Data Processing
- 5 How to Support Data Obliviousness ??
- 6 Support for Basic Data Science
- 7 Experimental Evaluation
- 8 Comparison with ObliVM
- 9 Federated Learning: Privacy vs Robustness
- 10 Backdoor Attacks in FL context
- 11 Overview
- 12 Experiments
- 13 Comparison with Other Defenses - IID
- 14 Conclusion: FL Poisoning Attacks
- 15 Attacking models to improve privacy and fairness
- 16 Example: Attacking Image Classifiers
- 17 Domain constraint Example
- 18 Example: Prevent Gender Prediction
- 19 Change Images Using Glasses
- 20 Questions?
