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Adversarial machine learning is a research field that lies at the intersection of machine learning and computer security.

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Adversarial machine learning

  1. 1. Adversarial Machine Learning
  2. 2. A BIT ABOUT ME K . J . Somaiya Engineering college student Learning a bit about computing .
  3. 3. Agenda Artificial Intelligence Machine Learning Adversarial Machine Learning Mitigations
  4. 4. What is Artificial Intelligence?
  5. 5. "Every aspect of learning or any other feature of intelligence can in principle be so preciselY described that a machine can be made to simulate it.” -John mccarthy
  6. 6. Adversarial Machine Learning What? Why?
  7. 7. DAMN! YOU’RE BORING!
  8. 8. Example
  9. 9. Lifecycle of Adversarial ML
  10. 10. Effects?
  11. 11. ● Audio ○ Voice recognition? ● Video ● Images ● Smart houses? ● Code?
  12. 12. Mitigations.
  13. 13. References : https://www.youtube.com/watch?v=bs5Z_f2HZu4 “Clarence Chio - Adversarial Machine Learning”
  14. 14. Thank You! ANY QUESTIONS?

Adversarial machine learning is a research field that lies at the intersection of machine learning and computer security.

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