Provable Training Data Identification for Large Language Models

arXiv:2510.09717 · cs.LG, cs.AI · Submitted 2025-10-10 · Read on arXiv

cs.LG, cs.AI

Submitted: 2025-10-10

Updated: 2026-08-07

Journal ref: Proceedings of the 43rd International Conference on Machine Learning (ICML 2026), PMLR 306:79648-79674

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Provable Training Data Identification — 2× in this paper

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