Security Reassessing in UAV-Assisted Cyber-Physical Systems Based on Federated Learning. - Prakhar Consul; Ishan Budhiraja; Rajat Chaudhary; Neeraj Kumar 001 (MILCOM, 2022)

Federated learning based energy efficient scheme for MEC with NOMA underlaying UAV. - Himanshu Sharma; Ishan Budhiraja; Prakhar Consul; Neeraj Kumar 001; Deepak Garg 002; Liang Zhao 004; Lie Liu (DroneCom@MobiCom, 2022)

FLBCPS: Federated Learning based Secured Computation Offloading in Blockchain-Assisted Cyber-Physical Systems. - Prakhar Consul; Ishan Budhiraja; Rajat Chaudhary; Deepak Garg 002 (UCC, 2022)

Federated Learning Based Trajectory Optimization for UAV Enabled MEC. - Anushka Nehra; Prakhar Consul; Ishan Budhiraja; Gagandeep Kaur; Nidal Nasser; Muhammad Imran 001 (ICC, 2023)

Deep Reinforcement Learning Based Reliable Data Transmission Scheme for Internet of Underwater Things in 5G and Beyond Networks. - Prakhar Consul; Ishan Budhiraja; Deepak Garg 002 (ICMLDE, 2023)

Deep Reinforcement Learning Based Energy Consumption Minimization for Intelligent Reflecting Surfaces Assisted D2D Users Underlaying UAV Network. - Vineet Vishnoi; Prakhar Consul; Ishan Budhiraja; Suneet K. Gupta 001; Neeraj Kumar 001 (INFOCOM Workshops, 2023)

Compressed Deep Learning Models with XAI for COVID-19 Detection Using CXR Images. - Deepanshi 001; Namo Jain; Prakhar Consul; Ishan Budhiraja; Deepak Garg 002 (RTIP2R (2), 2023)

Deep Neural Networks Based Security Solution for ATM Transactions. - Neeraj Joshi; Sheshikala Martha; Shivam Chaudhary; Prakhar Consul; Sushil Kumar Singh 004 (RTIP2R (2), 2023)

Towards an optimal 3-D design and deployment of 6G UAVs for interference mitigation under terrestrial networks. - Prakhar Consul; Ishan Budhiraja; Deepak Garg 002; Sahil Garg; Mohammad Mehedi Hassan; Azzedine Boukerche (Ad Hoc Networks, 2024)

SFL-TUM: Energy efficient SFRL method for large scale AI model's task offloading in UAV-assisted MEC networks. - Prakhar Consul; Ishan Budhiraja; Deepak Garg 002; Sahil Garg; Georges Kaddoum; Mohammad Mehedi Hassan (Veh. Commun., 2024)

A Hybrid Secure Resource Allocation and Trajectory Optimization Approach for Mobile Edge Computing Using Federated Learning Based on WEB 3.0. - Prakhar Consul; Ishan Budhiraja; Deepak Garg 002 (IEEE Trans. Consumer Electron., 2024)

A Hybrid Task Offloading and Resource Allocation Approach for Digital Twin-Empowered UAV-Assisted MEC Network Using Federated Reinforcement Learning for Future Wireless Network. - Prakhar Consul; Ishan Budhiraja; Deepak Garg 002; Neeraj Kumar 001; Ramendra Singh; Ahmad S. Almogren (IEEE Trans. Consumer Electron., 2024)

Deep Reinforcement Learning Based Resource Allocation Method in Future Wireless Networks with Blockchain Assisted MEC Network. - Prakhar Consul; Ishan Budhiraja; Deepak Garg 002; Sachin Sharma; Ammar Muthanna (WoWMoM, 2025)

Task Offloading in AIoT-Enabled UAV-Assisted MEC Network: A Digital Twin-Empowered Approach With FedRL. - Prakhar Consul; Ishan Budhiraja; Deepak Garg 002 (IEEE Trans. Consumer Electron., 2025)