CloakFEM: Agentic FEM Code Generation for Red-Teaming Computational Resource Exhaustion
The results uncover an underexplored efficiency-attack surface in FEM solvers and show that runnable FEM programs can serve as adversarial inputs, and CloakFEM, a domain-guided LLM-agent framework for automatically generating runnable adversarial FEM programs that amplify solver computation.
Li-Lei Zheng, Si-Min Chen
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