Adversarial
Machine
Learning
A BIT ABOUT ME
K . J . Somaiya Engineering college student
Learning a bit about computing .
Agenda
Artificial Intelligence
Machine Learning
Adversarial Machine Learning
Mitigations
What is Artificial Intelligence?
"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
Adversarial Machine Learning
What?
Why?
DAMN!
YOU’RE
BORING!
Example
Lifecycle of Adversarial ML
Effects?
● Audio
○ Voice recognition?
● Video
● Images
● Smart houses?
● Code?
Mitigations.
References :
https://www.youtube.com/watch?v=bs5Z_f2HZu4
“Clarence Chio - Adversarial Machine Learning”
Thank You!
ANY QUESTIONS?

Adversarial machine learning updated