Raluca Ada Popa: how to train AI and keep your data confidential

1

Introduction

00:00 • 2min

2

The Importance of Confident Computing in AI Security

02:14 • 2min

3

How to Use Confidential Computing to Catch Money Launderers

04:17 • 5min

4

How to Train a Neural Network

08:49 • 2min

5

The Differential Privacy Aspect of Neural Networks

11:15 • 3min

6

How to Train Across Multiple Hospitals in the Cloud

14:33 • 2min

7

The Future of Confidential Computing

16:51 • 3min

8

The Origins of Databricks

19:58 • 2min

9

Building Trust and Thought Leadership With Open Source

21:43 • 3min

10

The Future of Encryption in the Defense Sector

24:27 • 2min

11

The High Level Intuition of the Preval Technology

26:16 • 2min

12

The Importance of Usability in Encrypting Data

28:02 • 2min

13

How to Prevent an Attacker From Accessing Your Data on Your Phone

29:46 • 2min

14

The Future of AI and Security

31:50 • 3min

15

Differential Privacy in a Regular Neural Net Training Process

34:37 • 2min

16

The Intuition of Deep Learning Neural Networks

36:13 • 4min

17

How I Got Started in Computer Science

39:56 • 3min

18

The Influence of My Mom on My Interest in Reasoning

42:37 • 2min

19

The Power of Coding While Drinking Red Wine

44:20 • 3min

20

The Importance of Intelligence in Recruiting Students

46:51 • 3min

21

How to Engage Undergraduate Researchers From All Backgrounds

49:44 • 2min

22

How to Transfer Your Undergrad Research to Other Schools

52:00 • 2min

23

How to Raising a One Year Old Daughter

53:53 • 2min