“Adaptive Differential Privacy for Incentive-Aware Advertising Optimization in Federated Social Commerce Environments”. Journal of Advanced Artificial Intelligence Research, vol. 5, no. 1, May 2026, https://www.jaair.org/index.php/home/article/view/104.