Melanie Jutras

According to our database, Melanie Jutras authored at least 4 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Authentication Identifying Rare Failure Modes in Autonomous Vehicle Perception Systems Using Adversarially Guided Diffusion Models.

Mohammad Zarei, Melanie Jutras, Eliana Evans, Mike Tan, Omid Aaramoon

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

2022

Detecting Physical Adversarial Patch Attacks with Object Detectors.

Melanie Jutras, Ethan Liang, Sara Leary, Chris M. Ward, Keith Manville

Proceedings of the 51st IEEE Applied Imagery Pattern Recognition Workshop, 2022

2021

Physical Adversarial Attacks in Simulated Environments.

Michael Threet, Colin Busho, Josh Harguess, Melanie Jutras, Nicole Lape, Sara Leary, Keith Manville, Mike Tan, Chris M. Ward

Proceedings of the 50th IEEE Applied Imagery Pattern Recognition Workshop, 2021

2020

Reducing Reporting Burden of Healthcare Data Using Robust Principal Component Analysis.

Les Servi, Randy C. Paffenroth, Melanie Jutras, Deon Burchett

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020