Choi, E. C., Young, L. E. and Ferrara, E. (2026) “Overstating Attitudes, Ignoring Networks: LLM Biases in Simulating Misinformation Susceptibility”, Proceedings of the International AAAI Conference on Web and Social Media, 20(1), pp. 520–547. doi: 10.1609/icwsm.v20i1.42652.