@article{abstractgradienttrainingaunifiedcertific, title = {Abstract Gradient Training: A Unified Certification Framework for Data Poisoning, Unlearning, and Differential Privacy}, author = {Philip Sosnin and Matthew Wicker and Josh Collyer and Calvin Tsay}, year = {2025}, eprint = {2511.09400}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.09400}, }