2 papers
cs.LG2025
On Using the Shapley Value for Anomaly Localization: A Statistical Investigation
Xubin Fang, Rick S. Blum, Franziska Freytag
Recent publications have suggested using the Shapley value for anomaly localization for sensor data systems. Using a reasonable mathematical anomaly model for full control, experim…
cs.SI2024
Spectrum Optimization of Dynamic Networks for Reduction of Vulnerability Against Adversarial Resonance Attacks
Alp Sahin, Nicolas Kozachuk, Rick S. Blum +1
Resonance is a well-known phenomenon that happens in systems with second order dynamics. In this paper we address the fundamental question of making a network robust to signal bein…