| 2026 | IWCMC | FedSAC: A Federated Soft Actor-Critic Approach for Resource Allocation in STAR-RIS-Aided VRCS. | Shivam Chaudhary, Ishan Budhiraja, Neeraj Kumar, Isaac Woungang |
| 2026 | IWCMC | QUEEN: QUantum-Inspired Optimized Energy Efficient Routing in Wireless Sensor Networks. | Anushka Nehra, Sandeep Verma, Isaac Woungang, Rajkumar Buyya |
| 2025 | AINA | A Secure Routing Protocol for Opportunistic Networks. | Jagdeep Singh, Sanjay Kumar Dhurandher, Isaac Woungang |
| 2025 | GLOBECOM | Quantum Deep Q Network Technique for Latency Minimization in STAR-RIS assisted VRCS. | Shivam Chaudhary, Ishan Budhiraja, Rajat Chaudhary, Neeraj Kumar, Isaac Woungang |
| 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 | WiMob | ReLEaRN: Reinforcement Learning Enhanced Profitable Rebalancing in Payment Channel Networks. | Shruti Mishra, Mohit Bhuria, Hitesh Singla, Sujata Pal, Isaac Woungang |
| 2025 | WiMob | Flow-Based Anomaly Intrusion Detection Systems Using Recurrent Neural Networks. | Hafiz Yasir Noor, Isaac Woungang, Glaucio H. S. Carvalho, Issa Traor, Dao Thanh Hai |
| 2024 | AINA | On Network Design and Planning 2.0 for Optical-Computing-Enabled Networks. | Dao Thanh Hai, Isaac Woungang |
| 2024 | AINA | Game Theory-Based Efficient Message Forwarding Scheme for Opportunistic Networks. | Vinesh Kumar, Jagdeep Singh, Sanjay Kumar Dhurandher, Isaac Woungang |
| 2024 | CISIS | Stock Market Prediction Using Social Media Sentiments. | Ayush Upadhyay, Harsh Jain, Prateek Dhingra, Nisha Kandhoul, Sanjay K. Dhurandher, Isaac Woungang |
| 2024 | GLOBECOM | SignalStats: Optimizing Analog Stations' Signal Interference Management Through ML-based Statistical Analysis. | Manav Kakkad, Harsh Koradiya, Krisha Darji, Rajesh Gupta, Nilesh Kumar Jadav, Sudeep Tanwar, Isaac Woungang |
| 2024 | GLOBECOM | Safe-Uav: An Explainable AI-assisted Framework for Securing UAV Communication Networks. | Dev Mehta, Kathan Patel, Janam Patel, Rajesh Gupta, Sudeep Tanwar, Ankur Gupta, Isaac Woungang |
| 2024 | GLOBECOM | Bidirectional LSTM-GRU GAN Model for Enhancing IoT Network Security. | Hafiz Yasir Noor, Isaac Woungang, Glaucio H. S. Carvalho, Alagan Anpalagan |
| 2024 | GLOBECOM | XAI-based Robust Train Communication Framework to Analyze Vehicle Path Loss for Public Safety. | Dhruv Sarju Thakkar, Kavya Alpit Patel, Rajesh Gupta, Sudeep Tanwar, Ankur Gupta, Isaac Woungang |
| 2024 | GLOBECOM | XSH-ParK: XAI-based Parkinson Disease Diagnosis Framework For Smart Healthcare Using MRI Images. | Shayalkumar Vaghasiya, Fenil Ramoliya, Rajesh Gupta, Sudeep Tanwar, Joel J. P. C. Rodrigues, Isaac Woungang |
| 2024 | WiMob | A Graph Clustering-Based Network Anomaly Detection System. | Amir Mohammadi Bagha, Isaac Woungang, Issa Traor, Danda B. Rawat |
| 2023 | AINA | Bonet Detection Mechanism Using Graph Neural Network. | Aleksander Maksimoski, Isaac Woungang, Issa Traor, Sanjay K. Dhurandher |
| 2023 | GLOBECOM | Deep Q-Network Dueling-Based Opportunistic Data Transmission in Blockchain-Enabled M2M Communication. | Jagdeep Singh, Sanjay Kumar Dhurandher, Isaac Woungang |
| 2023 | PIMRC | Towards Optimal Association of Coexisting RF, THz and mmWave Users in 6G Networks. | Noha Hassan, Xavier Fernando, Isaac Woungang, Alagan Anpalagan |
| 2022 | AINA | Game Theory-Based Energy Efficient Routing in Opportunistic Networks. | Jagdeep Singh, Sanjay Kumar Dhurandher, Isaac Woungang |
| 2022 | CCGRID | Intrusion Detection using a Graphical Fingerprint Model. | Chenyang Nie, Paulo Gustavo Quinan, Issa Traor, Isaac Woungang |
| 2022 | GLOBECOM | Reinforcement Learning Based Congestion Control Mechanism for Opportunistic Networks. | Jagdeep Singh, Sanjay Kumar Dhurandher, Isaac Woungang, Periklis Chatzimisios, Joel J. P. C. Rodrigues |
| 2021 | AINA | Energy-Efficient Fuzzy Geocast Routing Protocol for Opportunistic Networks. | Khuram Khalid, Isaac Woungang, Sanjay Kumar Dhurandher, Jagdeep Singh |
| 2021 | GLOBECOM | Learning-Based Multiplexing of Grant-Based and Grant-Free Heterogeneous Services with Short Packets. | Duc-Dung Tran, Shree Krishna Sharma, Symeon Chatzinotas, Isaac Woungang |
| 2021 | PIMRC | Q-Learning-Based SCMA for Efficient Random Access in mMTC Networks With Short Packets. | Duc-Dung Tran, Shree Krishna Sharma, Symeon Chatzinotas, Isaac Woungang |
| 2020 | AINA | A RSA-Biometric Based User Authentication Scheme for Smart Homes Using Smartphones. | Amir Mohammadi Bagha, Isaac Woungang, Sanjay Kumar Dhurandher, Issa Traor |
| 2019 | AINA | An Efficient Data Transmission Technique for Big Video Files over HetNet in Emerging 5G Networks. | Richa Siddavaatam, Isaac Woungang, Sanjay Kumar Dhurandher |
| 2019 | AINA | Centrality Based Geocasting for Opportunistic Networks. | Jagdeep Singh, Sanjay K. Dhurandher, Isaac Woungang, Makoto Takizawa |
| 2019 | GLOBECOM | Priority Based Buffer Management Technique for Opportunistic Networks. | Sanjay K. Dhurandher, Jagdeep Singh, Isaac Woungang, Joel J. P. C. Rodrigues |
| 2018 | AINA | Online Signature Verification Using the Information Set Based Models. | Urvashi Choudhary, Sanjay Kumar Dhurandher, Vinesh Kumar, Isaac Woungang, Joel J. P. C. Rodrigues |
| 2018 | GLOBECOM | Optimal Secondary Users Selection for Cooperative Spectrum Sensing in Cognitive Radio Networks. | Sanjay K. Dhurandher, Isaac Woungang, Nitin Gupta, Rishabh Jain, Devesh Singhal, Joshika Agarwal, Mohammad S. Obaidat |
| 2018 | INFOCOM | Fair sub-carrier allocation in OFDMA and cognitive radio based IEEE 802.22 WRAN. | Joshika Agarwal, Rishabh Jain, Sanjay Kumar Dhurandher, Isaac Woungang, Nitin Gupta |
| 2017 | AINA | Supernova and Hypernova Misbehavior Detection Scheme for Opportunistic Networks. | Sanjay K. Dhurandher, Arun Kumar, Isaac Woungang, Mohammad S. Obaidat |
| 2017 | GLOBECOM | Energy-Efficient Prophet-PRoWait-EDR Protocols for Opportunistic Networks. | Satya Jyoti Borah, Sanjay K. Dhurandher, Suryansh Tibarewala, Isaac Woungang, Mohammad S. Obaidat |
| 2017 | GLOBECOM | Game Theoretic Analysis of Post Handoff Target Channel Sharing in Cognitive Radio Networks. | Nitin Gupta, Sanjay Kumar Dhurandher, Isaac Woungang, Joel J. P. C. Rodrigues |
| 2017 | GLOBECOM | Performance Assessment of Decision Tree-Based Predictive Classifiers for Risk Pregnancy Care. | Mrio W. L. Moreira, Joel J. P. C. Rodrigues, Neeraj Kumar, Jianwei Niu, Isaac Woungang |
| 2016 | AINA | EDR: An Encounter and Distance Based Routing Protocol for Opportunistic Networks. | Sanjay Kumar Dhurandher, Satya Jyoti Borah, Isaac Woungang, Deepak Kumar Sharma, Kunal Arora, Divyansh Agarwal |
| 2016 | CISIS | A Centrality-Based History Prediction Routing Protocol for Opportunistic Networks. | Amarpreet Bamrah, Isaac Woungang, Leonard Barolli, Sanjay Kumar Dhurandher, Glaucio H. S. Carvalho, Makoto Takizawa |
| 2016 | CISIS | Performance Evaluation of an Ambient Intelligence Testbed for Improving Quality of Life: Evaluation Using Clustering Approach. | Ryoichiro Obukata, Tetsuya Oda, Donald Elmazi, Leonard Barolli, Keita Matsuo, Isaac Woungang |
| 2016 | CISIS | Experimental Results of a Raspberry Pi Based Wireless Mesh Network Testbed Considering TCP and LoS Scenario. | Tetsuya Oda, Masafumi Yamada, Ryoichiro Obukata, Leonard Barolli, Isaac Woungang, Makoto Takizawa |
| 2016 | CISIS | Investigation of Fitness Function Weight-Coefficients for Optimization in WMN-PSO Simulation System. | Shinji Sakamoto, Tetsuya Oda, Makoto Ikeda, Leonard Barolli, Fatos Xhafa, Isaac Woungang |
| 2016 | GLOBECOM | Game Theory-Based Channel Allocation in Cognitive Radio Networks. | Vani Shrivastav, Sanjay K. Dhurandher, Isaac Woungang, Vinesh Kumar, Joel J. P. C. Rodrigues |
| 2016 | GLOBECOM | Efficient Ubiquitous Big Data Storage Strategy for Mobile Cloud Computing over HetNet. | Richa Siddavaatam, Isaac Woungang, Glaucio H. S. Carvalho, Alagan Anpalagan |
| 2015 | AINA | E-MAnt Net: An ACO-Based Energy Efficient Routing Protocol for Mobile Ad Hoc Networks. | Ssowjanya Harishankar, Isaac Woungang, Sanjay Kumar Dhurandher, Issa Traor, Shakira Banu Kaleel |
| 2015 | AINA | Base Station Selection in M2M Communication Using Q-Learning Algorithm in LTE-A Networks. | A. H. Mohammed, Ahmed Shaharyar Khwaja, Alagan Anpalagan, Isaac Woungang |
| 2015 | AINA | An Analysis of Machine-Type-Communication on Human-Type-Communication over Wireless Communication Networks. | Parampreet Sidhu, Isaac Woungang, Glaucio H. S. Carvalho, Alagan Anpalagan, Sanjay K. Dhurandher |
| 2015 | BigData | Proof of Storage for Video Deduplication in the Cloud. | Fatema Rashid, Ali Miri, Isaac Woungang |
| 2014 | AINA | Toward a Framework for Continuous Authentication Using Stylometry. | Marcelo Luiz Brocardo, Issa Traor, Isaac Woungang |
| 2014 | AINA | C-SCAN: An Energy-Efficient Network Layer Security Protocol for Mobile Ad Hoc Networks. | Sanjay K. Dhurandher, Isaac Woungang, Issa Traor |
| 2014 | HPCC | Proof of Retrieval and Ownership Protocols for Images through SPIHT Compression. | Fatema Rashid, Ali Miri, Isaac Woungang |
| 2013 | AINA | HBPR: History Based Prediction for Routing in Infrastructure-less Opportunistic Networks. | Sanjay K. Dhurandher, Deepak Kumar Sharma, Isaac Woungang, Shruti Bhati |
| 2013 | AINA | GAODV: A Modified AODV Against Single and Collaborative Black Hole Attacks in MANETs. | Sanjay K. Dhurandher, Isaac Woungang, Raveena Mathur, Prashant Khurana |
| 2013 | AINA | A Priority Based Differentiation for Contention Mechanism in Legacy DCF Method. | Sanjay K. Dhurandher, Isaac Woungang, Sahil Sharma, Veeresh Goswami |
| 2013 | GLOBECOM | An energy efficient, fault tolerant and secure clustering scheme for M2M communication networks. | Lutful Karim, Alagan Anpalagan, Nidal Nasser, Jalal Almhana, Isaac Woungang |
| 2013 | GPC | An Optimal Radio Access Network Selection Method for Heterogeneous Wireless Networks. | Glaucio H. S. Carvalho, Isaac Woungang, Md. Mizanur Rahman, Alagan Anpalagan |
| 2013 | GPC | An Energy-Aware Secured Routing Protocol for Mobile Ad Hoc Networks Using Trust-Based Multipath. | Isaac Woungang, Sanjay Kumar Dhurandher, Michael Sahai |
| 2013 | Mobiquitous | Mobility Models-Based Performance Evaluation of the History Based Prediction for Routing Protocol for Infrastructure-Less Opportunistic Networks. | Sanjay K. Dhurandher, Deepak Kumar Sharma, Isaac Woungang |
| 2013 | WiMob | Trust-based Security Protocol against blackhole attacks in opportunistic networks. | Sahil Gupta, Sanjay Kumar Dhurandher, Isaac Woungang, Arun Kumar, Mohammad S. Obaidat |
| 2012 | AINA | E2SIW: An Energy Efficient Scheme Immune to Wormhole Attacks in Wireless Ad Hoc Networks. | Sanjay Kumar Dhurandher, Isaac Woungang, Abhishek Gupta, Bharat K. Bhargava |
| 2012 | AINA | A Rate Adaptive Admission Control Protocol for Multimedia Wireless Mesh Networks. | Sanjay Kumar Dhurandher, Isaac Woungang, Kirti Kumar, Mamta Joshi, Monika Verma |
| 2012 | GLOBECOM | Comparison of two security protocols for preventing packet dropping and message tampering attacks on AODV-based mobile ad Hoc networks. | Isaac Woungang, Sanjay Kumar Dhurandher, Vincent Koo, Issa Traor |
| 2012 | PST | A secure data deduplication framework for cloud environments. | Fatema Rashid, Ali Miri, Isaac Woungang |
| 2011 | GLOBECOM | ServiceChord: A Scalable Service Capability Interaction Framework for IMS. | Chi-Yuan Chen, Chia-Yin Wu, Shih-Wen Hsu, Han-Chieh Chao, Isaac Woungang, Mohammad S. Obaidat |
| 2011 | GLOBECOM | Performance evaluation of various routing protocols in Opportunistic Networks. | Sanjay Kumar Dhurandher, Deepak Kumar Sharma, Isaac Woungang, Han-Chieh Chao |
| 2011 | GLOBECOM | Multi-Path Trust-Based Secure AOMDV Routing in Ad Hoc Networks. | Jing-Wei Huang, Isaac Woungang, Han-Chieh Chao, Mohammad S. Obaidat, Ting-Yun Chi, Sanjay K. Dhurandher |
| 2011 | GLOBECOM | Message Security in Multi-Path Ad Hoc Networks Using a Neural Network-Based Cipher. | Che-Yu Liu, Isaac Woungang, Han-Chieh Chao, Sanjay K. Dhurandher, Ting-Yun Chi, Mohammad S. Obaidat |
| 2011 | IWCMC | Versatile medium access control (VMAC) protocol for mobile sensor networks. | Vincent Ngo, Alagan Anpalagan, Isaac Woungang |
| 2009 | AICCSA | Ant colony optimization-based congestion control in Ad-hoc wireless sensor networks. | Sanjay Kumar Dhurandher, Sudip Misra, Harsh Mittal, Anubhav Agarwal, Isaac Woungang |
| 2009 | AICCSA | A Swarm Intelligence-based P2P file sharing protocol using Bee Algorithm. | Sanjay Kumar Dhurandher, Shubham Singhal, Saurabh Aggarwal, Puneet Pruthi, Sudip Misra, Isaac Woungang |
| 2009 | AICCSA | Dividing PKI in strongest availability zones. | Sudip Misra, Sumit Goswami, Gyan Prakash Pathak, Nirav Shah, Isaac Woungang |
| 2009 | AINA | Survivability in Existing ATM-Based Mesh Networks. | Isaac Woungang, Guangyan Ma, Mieso K. Denko, Alireza Sadeghian, Sudip Misra, Alexander Ferworn |
| 2009 | GLOBECOM | A Trust Management Scheme for Enhancing Security in Pervasive Wireless Networks. | Mieso K. Denko, Tao Sun, Isaac Woungang, Joel J. P. C. Rodrigues, Han-Chieh Chao |
| 2009 | IC3K | Tarantula - A Scalable and Extensible Web Spider. | Anshul Saxena, Keshav Dubey, Sanjay K. Dhurandher, Isaac Woungang |
| 2008 | WiMob | Message from the STWiMob Workshop Organizing Technical Co-chairs. | Guillaume Chelius, Isaac Woungang, Stuart Cunningham |
| 2006 | IJCNN | Symmetric Cipher Design Using Recurrent Neural Networks. | Maryam Arvandi, Shuwei Wu, Alireza Sadeghian, William W. Melek, Isaac Woungang |
| 2004 | ISIT | Bounds on the minimum distances of a class of q-ary images of q | Isaac Woungang, Alireza Sadeghian, William W. Melek |