@inproceedings{ijcai2026p814, title = {When Can We Trust Fairness Audits? Identifying Reliability Boundaries of Third-party Audit Conclusions}, author = {Liu, Yuanhao and Cao, Qi and Shen, Huawei}, booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI-26}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {Diego Calvanese}, pages = {7319--7327}, year = {2026}, month = {8}, note = {AI and Social Good}, doi = {10.24963/ijcai.2026/814}, url = {https://doi.org/10.24963/ijcai.2026/814}, }