Gavin S. Hartnett

Empirical Evaluation of Physical Adversarial Patch Attacks Against Overhead Object Detection Models

2022 · arXiv (Cornell University)

Adversarial patches are images designed to fool otherwise well-performing neural network-based computer vision models. Although these attacks were initially conceived of and studied digitally, in that the raw pixel values of the image were perturbed, …

A Rubik's Cube inspired approach to Clifford synthesis

2023 · arXiv (Cornell University)

The problem of decomposing an arbitrary Clifford element into a sequence of Clifford gates is known as Clifford synthesis. Drawing inspiration from similarities between this and the famous Rubik's Cube problem, we develop a machine …