2 papers
cs.AI2026
MATRA: Modeling the Attack Surface of Agentic AI Systems -- OpenClaw Case Study
Tim Van hamme, Thomas Vissers, Javier Carnerero-Cano +4
LLMs are increasingly deployed as autonomous agents with access to tools, databases, and external services, yet practitioners (across different sectors) lack systematic methods to…
cs.LG2026
Stealthy Poisoning Attacks Bypass Defenses in Regression Settings
Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer +1
Regression models are widely used in industrial processes, engineering, and in natural and physical sciences, yet their robustness to poisoning has received less attention. When it…