@article{rethinkingspatiotemporalanomalydetection, title = {Rethinking Spatio-Temporal Anomaly Detection: A Vision for Causality-Driven Cybersecurity}, author = {Arun Vignesh Malarkkan and Haoyue Bai and Xinyuan Wang and Anjali Kaushik and Dongjie Wang and Yanjie Fu}, year = {2025}, eprint = {2507.08177}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.08177}, }