A Model Randomization Approach to Statistical Parameter Privacy - Nekouei, Ehsan; Sandberg, Henrik; Skoglund, Mikael; Johansson, Karl Henrik (IEEE transactions on automatic control, 2023)
Keywords: Bandpass filters; Building automation; Building management systems; Complexity theory; Convex optimization; Convexity; Data privacy; Filter design (mathematics); Filter designs; Filter output; Information theory; Joint probability density function; Kalman filtering; Kalman filters; Kernel; Markov processes; Mathematical transformations; Mutual information; Mutual informations; Non-linear transformations; Numerical prediction; Optimization; Parameter estimation; Parameters; Privacy; privacy in networked control systems; Probability density function; Probability density functions; Randomisation; State estimation; Statistical analysis; Statistical parameters; Structural design; Testing; Transformations (mathematics)