Deep Learning Applications - Adversarial Machine Learning

Aug 19, 2023
Detection and Segmentation

Second year Master’s Course in Artificial Intelligence.

In this course’s module we will cover topics regarding the robustness and explainability of Deep Neural Networks. Course material will be available online: (https://e-l.unifi.it/course/view.php?id=39828)

The module will cover:

  • Uncertainty in Deep Neural Networks
  • Adversarial Attacks and Mitigation
  • Explainable AI
Lorenzo Seidenari
Lorenzo Seidenari
Assistant Professor of Computer Engineering

I am an Associate Professor (Tenure Track) of Computer Engineering at the University of Florence working on Deep Learning and Computer Vision.