Publications

Journal Papers

1. A Hybrid Federated Learning Architecture With Online Learning and Model Compression
   Olusola Odeyomi, Ajibuwa Opeyemi, and Kaushik Roy
   IEEE Access , December 2024.
   

2. Network-Based Intrusion Detection for Industrial and Robotics Systems: A Comprehensive Survey
   Richard Holdbrook, Olusola Odeyomi, Sun Yi, and Kaushik Roy
   Electronics , vol. 13, no. 22 pp. 4440 November 2024.
   

3. Differentially Private Federated Learning With Stragglers' Delays in Cross-Silo Settings: An Online Mirror Descent Approach
   O. Odeyomi, E. Tankard and D. Rawat
   IEEE Transactions on Cognitive Communications and Networking , October 2023.
   

4. Online Decentralized Multi-Agents Meta-Learning With Byzantine Resiliency
   O. T. Odeyomi, B. Ude and K. Roy
   IEEE Access , July 2023.
   

5. Anomaly-based Intrusion Detection System for IoT Application
   M. Bhavsar, K. Roy, J. Kelly, O. Olusola
   Discover Internet of Things, Springer Nature , vol 3, no. 1, May. 2023.
   

6. Online Learning of Time-Varying Unbalanced Networks In Non-Convex Environments: A Multi-Armed Bandit Approach
   O. T. Odeyomi
   IEEE Access , vol. 11, pp. 15567-15577, 2023.
   

7. A Review of the Convergence of 5G/6G Architecture and Deep Learning,
   O. T. Odeyomi, Olubiyi O. Akintade, Temitayo O. Olowu, and G. Zaruba
   Undergoing Review at Digital Communications and Networks, Elsevier, 67(8), Aug. 2022.
   

8. Differential Privacy in Social Networks Using Multi-Armed Bandit
   O. T. Odeyomi
   IEEE Access , 68(6), 10, 11817-11829, 2022.
   

9. Learning the Truth by Weakly Connected Agents in Social Networks Using Online Learning
   O. T. Odeyomi
   IEEE Access , 8, 202090-202099, 2020.
   

10. Learning the Truth in Social Networks Using Online Learning
    O. T. Odeyomi
    IEEE Access , 8, 1-10, 2020.
    

Conference Papers

1. Personalized Online Federated Learning With Differential Privacy in Constrained Environments: A Meta-Learning Approach,
   Olusola T Odeyomi, Austin Smith, Adrienne Whitmore, Oluwadoyinsola Ige, Kaushik Roy
   IEEE Military Communications Conference (MILCOM) Washington DC 2024.
   

2. Enhancing Deepfake Detection using SE Block Attention with CNN,
   Subhram Dasgupta, Janelle Mason, Xiaohong Yuan, Olusola Odeyomi, Kaushik Roy
   IEEE International Conference on Artificial Intelligence, Big Data, Computing and Data Communication Systems (icABCD) Port Louis, Mauritius, August 2024.
   

3. Preserving Medical Data with Renyi Differential Privacy,
   Olusola Tolulope Odeyomi, Harshitha Karnati, Austin Smith
   IEEE World AI IoT Congress (AIIoT) Seattle, WA, USA, May 2024.
   

4. Face recognition for blurry images using deep learning,
   Saihemanth Nukala, Xiaohong Yuan, Kaushik Roy, Olusola T Odeyomi
   IEEE 4th International Conference on Computer Communication and Artificial Intelligence (CCAI) Xi'an, China. May 2024.
   

5. A Survey on Bias Mitigation in Federated Learning,
   B. Ude, O.T. Odeyomi, K. Roy, and X. Yuan
   Accepted at IEEE Symposium Series on Computational Intelligence (SSCI) July 2023,
   

6. Differentially Private Online Federated Learning With Personalization and Fairness,
   O. T. Odeyomi
   Proceedings of the IEEE International Symposium on Information Theory (ISIT) Taipei, Taiwan, 2023.
   

7. Differentially Private Federated Learning With Byzantine Resiliency Using Online Mirror Descent,
   O. T. Odeyomi and G. Zaruba
   IEEE International Conference on Computing, Networking, and Communications (ICNC) Honolulu, HI, USA, 2023
   

8. Predicting Succinylation Sites in Proteins with Improved Deep Learning Architecture,
   O. T. Odeyomi and G. Zaruba
   Preprint, December 2021.
   

9. Privacy-Preserving Online Mirror Descent for Federated Learning Using Online Mirror Descent ,
   O. T. Odeyomi and G. Zaruba
   Proceedings of the IEEE International Symposium on Computational Intelligence, (SSCI), Orlando, Florida, December 2021.
   

10. Differentially-Private Federated Learning With Long-Term Constraints Using Online Mirror Descent,
    O. T. Odeyomi and G. Zaruba
    Proceedings of the IEEE International Symposium on Information Theory, (ISIT), Melbourne, Australia, July 2021.
    

11. Differentially-private federated learning with long-term budget constraints using online lagrangian descent,
    O. T. Odeyomi and G. Zaruba
    Proceedings of the IEEE World AI IoT Congress, (AIIoT), Seattle, Washington, USA, May 2021.
    

12. An Optimal Approach for Maximizing the Sum Rate,
    L. Richard, O. T. Odeyomi, H. Kwon
    Proceedings of the Aerospace Conference, Big Sky, MT, USA, March 2021.
    

13. Mitigating Jamming Attacks in Uncoordinated Frequency Hopping Using Multi-Armed Bandit,
    O. T. Odeyomi
    Proceedings of the Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON) , New York, NY, USA, October 2020.
    

14. Truth Prediction By Weakly Connected Agents In Social Networks Using Multi-Armed Bandit,
    O. T. Odeyomi
    Proceedings of the International Symposium on Networks, Computers and Communications (ISNCC) , Montreal, QC, Canada, October 2020.
    

15. Unknown Delay for Adversarial Bandit Setting with Multiple Play,
    O. T. Odeyomi
    Preprint October 2022
    

16. Time-varying truth prediction in social networks using online learning,
    O. T. Odeyomi and H. Kwon
    Proceedings of the IEEE International Conference on Computing, Networking and Communications (ICNC), Big Island, Hawaii, USA, February 2020.
    

Google Scholar

Blog