Completed
There are actors in the industry working on solutions, but we need more
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
How We Can Power Real Security Machine Learning Progress Through Open Algorithms and Benchmarks
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 What does science look like?
- 3 Security data sciences Are we doing science?
- 4 What you can do when you have openness and benchmarks
- 5 Outside of security, ML benchmarks have told the story and made the story
- 6 Cybersecurity Al vs. vision and language Al Obscurantism and hype vs. openness and progress
- 7 Security ML openness issues
- 8 Benchmark malware could be weaponized by adversaries
- 9 Protecting personal information
- 10 The risks of exposing too much to adversaries
- 11 We need benchmark coverage over the most important detection problems in cybersecurity
- 12 There are actors in the industry working on solutions, but we need more
