2 papers
eess.SY2026
Data-Driven Control from Poisoned Data: Fundamental Limitations and Secure DeePC
Takumi Shinohara, Henrik Sandberg, Karl Henrik Johansson
We study a data-driven control problem in the presence of arbitrary data poisoning attacks. We assume that a subset of offline output data is stored in unprotected locations and ma…
cs.CR2025
Anomaly Detection with LWE Encrypted Control
Rijad Alisic, Junsoo Kim, Henrik Sandberg
Detecting attacks using encrypted signals is challenging since encryption hides its information content. We present a novel mechanism for anomaly detection over Learning with Error…