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eess.SY2026
Anomaly Score Preserving Data Poisoning Attacks on Data-Driven Controller Design
Motoharu Tsuboi, Hampei Sasahara, Iori Takaki +1
This paper investigates stealthy data poisoning attacks against data-driven controller synthesis and develops an attack generation method. During data collection, an attacker can s…
eess.SY2026
Data Poisoning Attacks on Informativity for Observability: Invariance-Based Synthesis
Iori Takaki, Ahmet Cetinkaya, Hideaki Ishii
This paper studies cyber attacks against informativity-based analysis in data-driven control. Focusing on strong observability, we consider an adversary who post-processes finite t…