Findings Poster Sun, Jun 7, 2026 • 6:30 AM – 8:00 AM PDT ExHall A 131

TriGuard-FL: A User-Centric Trust Triad in Federated Learning via Auditable Data, Verifiable Contributions, and Antidote-Driven Mitigation

K Naveen Kumar, Mohsen Guizani

Keywords: Transparency, Fairness, Accountability, Privacy and Ethics in Vision