Prototype-Guided Trust Calibration in Distributed Advertising Intelligence Systems: A Defense Framework Against Malicious Participant Manipulation. ijaies. 2026;3(1). Accessed November 11, 2026. https://www.ijaies.org/index.php/home/article/view/27