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Classroom Contents
Lost and Found in Translation - An Intro to ML Assisted Decompilation and Deobfuscation
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- 1 Introduction
- 2 Who am I
- 3 Agenda
- 4 Google Whistleblower
- 5 GitHub CoPilot
- 6 Security
- 7 Unsupervised Learning
- 8 Reinforcements
- 9 Two Rules of Thumb
- 10 Machine Learning Models
- 11 Feature Engineering
- 12 Pseudocode
- 13 Natural Language Translation
- 14 Neural Machine Translation
- 15 Sequence to Sequence Models
- 16 Encoder Decoder Architecture
- 17 Recurrent Neural Networks
- 18 Encoder
- 19 Attention
- 20 Bert
- 21 Language Models
- 22 Preprocessing
- 23 Data Acquisition
- 24 Summary
- 25 Questions
