Nair, D.; Jenefer, D. B. M. Chronofactnet: A Memory-Augmented Multimodal Framework For Fake News Detection In Fakeddit Using Temporal Consistency Learning And Counterfactual Reasoning. IJAIML 2026, 6, 778-789.