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)

TICNN - A Hybrid Light-Weight CNN for Large Imbalanced Multi-Class Datasets on Intrusion Detection System in IoT. - Avinash Awasthi; Anil Kumar Prajapati; Pritam Vediya; Ramesh Babu Battula (IEEE Access, 2026)