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cs.CR2023★ 1 cited
A Survey of Data Security: Practices from Cybersecurity and Challenges of Machine Learning
Padmaksha Roy, Jaganmohan Chandrasekaran, Erin Lanus +2
Machine learning (ML) is increasingly being deployed in critical systems. The data dependence of ML makes securing data used to train and test ML-enabled systems of utmost importan…
cs.CR2022
Evaluating Automated Driving Planner Robustness against Adversarial Influence
Andres Molina-Markham, Silvia G. Ionescu, Erin Lanus +3
Evaluating the robustness of automated driving planners is a critical and challenging task. Although methodologies to evaluate vehicles are well established, they do not yet accoun…