Invited Talk
in
Workshop: Workshop on Socially Responsible Machine Learning

Pin-Yu Chen. Adversarial Machine Learning for Good

2021 Invited Talk
in
Workshop: Workshop on Socially Responsible Machine Learning

Abstract

Adversarial machine learning is often used as a tool to assess the negative impacts and failure modes of a machine learning system. In this talk, I will present model reprogramming, a new paradigm of data-efficiency transfer learning motivated by studying the adversarial robustness of deep learning models.

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