Muzzamal Ramzan, Abeesha Shahnawaz, Bilal Rasheed, Muhammad Zunnurain Hussain, and Muhammad Zulkifl Hasan, “A REPUTATION-AWARE FEDERATED LEARNING SYSTEM WITH DISTRIBUTED LEDGER INTEGRATION FOR SECURING MODEL CONTRIBUTIONS IN MULTI-AGENT SENSOR ENVIRONMENTS”, SES, vol. 3, no. 12, pp. 1049–1062, Dec. 2025.