@article{beyondruntimeenforcementshieldsynthesisa, title = {Shielded Analysis: Certification and Characterization of Defensibility in Systems under Adversarial Interaction}, author = {Achraf Hsain and Sultan Almuhammadi}, year = {2026}, eprint = {2606.13621}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.13621}, }