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eess.SY2022
Differentially Private Timeseries Forecasts for Networked Control
Po-han Li, Sandeep P. Chinchali, Ufuk Topcu
We analyze a cost-minimization problem in which the controller relies on an imperfect timeseries forecast. Forecasting models generate imperfect forecasts because they use anonymiz…
eess.SY2022
Adversarial Examples for Model-Based Control: A Sensitivity Analysis
Po-han Li, Ufuk Topcu, Sandeep P. Chinchali
We propose a method to attack controllers that rely on external timeseries forecasts as task parameters. An adversary can manipulate the costs, states, and actions of the controlle…