4 papers
Towards privacy-preserving cooperative control via encrypted distributed optimization
Philipp Binfet, Janis Adamek, Nils Schlüter +1
Cooperative control is crucial for the effective operation of dynamical multi-agent systems. Especially for distributed control schemes, it is essential to exchange data between th…
Privacy-Preserving Power Flow Analysis via Secure Multi-Party Computation
Jonas von der Heyden, Nils Schlüter, Philipp Binfet +4
Smart grids feature a bidirectional flow of electricity and data, enhancing flexibility, efficiency, and reliability in increasingly volatile energy grids. However, data from smart…
Encrypted system identification as-a-service via reliable encrypted matrix inversion
Janis Adamek, Philipp Binfet, Nils Schlüter +1
Encrypted computation opens up promising avenues across a plethora of application domains, including machine learning, health-care, finance, and control. Arithmetic homomorphic enc…
On the design of stabilizing FIR controllers
Janis Adamek, Nils Schlüter, Moritz Schulze Darup
Recently, it has been observed that finite impulse response controllers are an excellent basis for encrypted control, where privacy-preserving controller evaluations via special cr…