FL-IDS++: A dynamic federated learning framework for intrusion detection with personalized non-IID data, adversarial resilience and energy-efficient lightweight models. - Nandini Arimanda; Ramya Vaishnavi Radhakrishnan; Padmavathi U. (Future Gener. Comput. Syst., 2026)

Invisible Influences: Investigating Implicit Intersectional Biases through Persona Engineering in Large Language Models. - Nandini Arimanda; Achyuth Mukund; Sakthi Balan Muthiah; Rajesh Sharma (CoRR, 2026)