| 2025 | GLOBECOM | FL-DFA: Federated Learning-based Defense Framework against DDoS Attacks in SDN Environment using Beyond 5G Network. | Aparna Kumari, Dhyey Thakkar, Bhavya Solanki, Deepika Bishnoi, Pooja Chaturvedi, Mukesh Soni, Sudeep Tanwar, Upinder Kaur, Rajesh Gupta, Isaac Woungang |
| 2025 | GLOBECOM | SURYA: Quantum-Resilient Explainable Federated Learning for UAV Intrusion Detection over 6G Networks. | Ansh A. Patel, Dhruvik R. Tank, Dhwani Patel, Kashish Shah, Megh H. Shah, Aparna Kumari, Pooja Chaturvedi, Deepika Bishnoi, Aryan Kaushik |
| 2025 | GLOBECOM | SDNSecure:A Federated-CNN-Based Traffic Analytics and Blockchain-Enabled Storage Framework for 6G-Integrated SDN. | Prince Jayantibhai Tandel, Dhyey Thakkar, Aparna Kumari, Wonjae Shin, Aryan Kaushik |
| 2025 | HealthCom | Quantum-based Edge Intelligence Framework for Wearable Health IoT Device Networks. | Riya Upadhyay, Param Desai, Ansh Vachhani, Lakshit Pathak, Rajesh Gupta, Sudeep Tanwar, Aparna Kumari, Jitendra Bhatia, Amjad Gawanmeh, Joel J. P. C. Rodrigues |
| 2025 | INFOCOM | Meta-VLF:A Virtual Learning Framework in Industry 5.0 using Metaverse and 5G-uRLLC. | Aparna Kumari, Nikhil Raval, Rushi Shah, Mohamad Assaad |
| 2025 | INFOCOM | CosmoLite: Lightweight XAI-based Framework for Secure Next-Generation Space Sensor Networks. | Shimoly Shah, Khushi Vasava, Prem Joshi, Drashti Kansara, Lakshin Pathak, Rajesh Gupta, Aparna Kumari, Sudeep Tanwar |
| 2025 | VTC | DriveShield: FL-Based Framework for Privacy Preserving and Jamming Attack Detection in V2X Communication Underlying 6G. | Dhyey Thakkar, Prince Jayantibhai Tandel, Aparna Kumari |
| 2024 | GLOBECOM | S-Health: LLM-driven and Lightweight Blockchain-based Secure Framework for Healthcare 5.0. | Aparna Kumari, Megh H. Shah, Parth V. Sheth |
| 2023 | INFOCOM | Artificial Neural Network and Game Theory for Secure Optimal Charging Station Selection for EVs. | Riya Kakkar, Aparna Kumari, Rajesh Gupta, Smita Agrawal, Sudeep Tanwar |
| 2021 | GLOBECOM | Reinforcement Learning for Multiagent-based Residential Energy Management System. | Aparna Kumari, Sudeep Tanwar |
| 2020 | GLOBECOM | ArMor: A Data Analytics Scheme to identify malicious behaviors on Blockchain-based Smart Grid System. | Aparna Kumari, Mohil Maheshkumar Patel, Arpit Shukla, Sudeep Tanwar, Neeraj Kumar, Joel J. P. C. Rodrigues |
| 2020 | INFOCOM | ET-DeaL: A P2P Smart Contract-based Secure Energy Trading Scheme for Smart Grid Systems. | Aparna Kumari, Arpit Shukla, Rajesh Gupta, Sudeep Tanwar, Sudhanshu Tyagi, Neeraj Kumar |