Robust Computer Vision beyond Lₚ Adversaries

Deep learning computer vision systems, integral to technologies such as self-driving cars, facial recognition, and content moderation, require robustness against diverse perturbations to ensure reliability and safety. Examples of such perturbations include variations in lighting conditions, occlusio...

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Bibliographic Details
Main Author: Leclerc, Guillaume
Other Authors: Madry, Aleksander
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/156330
https://orcid.org/0009-0000-2681-9848