To design a simple CNN and then implement some gradient based adversarial attacks that have been developed in last few years. Idea is to learn how adversarial attack is successful, how to mitigate loss and look for defence mechanisms.
An implementation of gradient-based adversarial attack
To design a simple CNN and then implement some gradient based adversarial attacks that have been developed in last few years. Idea is to learn how adversarial attack is successful, how to mitigate loss and look for defence mechanisms.
An implementation of gradient-based adversarial attack