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Classroom Contents
Machine Duping - Pwning Deep Learning Systems
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- 1 Introduction
- 2 Hacking Machine Learning
- 3 Deep Learning
- 4 Deep Learning is Everywhere
- 5 Why Use Deep Learning
- 6 Neural Networks
- 7 Convolutional Networks
- 8 Layered Learning
- 9 Recurrent Neural Networks
- 10 Text Generation
- 11 Long Term Memory
- 12 Speech Recognition
- 13 Machine Learning
- 14 Attack Text Economy
- 15 Blind Spots
- 16 Three Steps
- 17 First Way
- 18 Transferability
- 19 Substitute Models
- 20 False Assumptions
- 21 Three Methods
- 22 Deep Boning
- 23 Deep Learning Privacy
- 24 Questions
