Duplicating Black Box Machine Learning Models

Duplicating Black Box Machine Learning Models

Hack In The Box Security Conference via YouTube Direct link

Intro

1 of 11

1 of 11

Intro

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Duplicating Black Box Machine Learning Models

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  1. 1 Intro
  2. 2 MULTI LAYER PERCEPTRON (MLP)
  3. 3 Model stealing/duplication techniques
  4. 4 Offline attacks
  5. 5 Azure ML business model What is Azure Machine Learning
  6. 6 Online attacks
  7. 7 Inefficiencies with present attack methodology
  8. 8 Scope for Attack optimization
  9. 9 Mathematical modification to curreny attack methodology
  10. 10 Experimental setup
  11. 11 LOGISTIC REGRESSION

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