HiFi-XAI: A Fidelity-Aware, LLM-Powered Framework for Trustworthy Intrusion Detection. - Avinash Awasthi; Pritam Vediya; Hemant Miranka; Ramesh Babu Battula; Priyadarsi Nanda (TrustCom, 2025)

PANDORA: Lightweight Adversarial Defense for Edge IoT using Uncertainty-Aware Metric Learning. - Avinash Awasthi; Pritam Vediya; Hemant Miranka; Ramesh Babu Battula; Manoj Singh Gaur (NDSS, 2026)