2026. FedTrustAds: A Federated and Explainable Advertising Attribution Framework with Backdoor-Resilient Learning for Privacy-Preserving Social Commerce Ecosystems. Journal of Advanced Artificial Intelligence Research. 5, 1 (Jun. 2026).