PreprintCC BY 4.0Zenodo
Open-Source Model Auditing Infrastructure: Third-Party Verification of Training Data Claims
- 1Odessa National Polytechnic University
Abstract
Research article: Open-Source Model Auditing Infrastructure: Third-Party Verification of Training Data Claims
Related
- Discover, Falsify, Revise: Auditing Input-Use Claims from Source Code to Predictive Contribution in Agent-Discovered Cell Models
- Adversarial Machine Verification and Queued Auditing: A Paradigm Shift for Post-Peer-Review Academia
- Is Your LLM Relay Serving What It Claims? A low-cost and high-power test for LLM Relay Auditing
- Phantom Convergence: Auditing Cross-Domain Claims in an Autonomously Built Knowledge Graph
- Auditing a Four-Flag ``Emergence Verification'' Battery: Chaos, Autonomy, and Dice Pass the Test; Self-Reference Does Not
BibTeX
@misc{ivchenko2026opensource,
title = {{Open-Source Model Auditing Infrastructure: Third-Party Verification of Training Data Claims}},
author = {Oleh Ivchenko},
howpublished = {Zenodo},
year = {2026},
month = oct,
doi = {10.5281/zenodo.23560178},
url = {https://zenodo.org/records/23560178},
note = {CC BY 4.0},
}
RIS
TY - UNPB
TI - Open-Source Model Auditing Infrastructure: Third-Party Verification of Training Data Claims
AU - Oleh Ivchenko
PY - 2026
DA - 2026/10/22
PB - Zenodo
DO - 10.5281/zenodo.23560178
UR - https://zenodo.org/records/23560178
AB - Research article: Open-Source Model Auditing Infrastructure: Third-Party Verification of Training Data Claims
ER -