Publications

1. P. R. Ovi and A. Gangopadhyay, "A Comprehensive Study of Gradient Inversion Attacks in Federated Learning and Baseline Defense Strategies," 2023 57th Annual Conference on Information Sciences and Systems (CISS), Baltimore, MD, USA, 2023, pp. 1-6, doi: 10.1109/CISS56502.2023.10089719.

2. Pretom Roy Ovi, Aryya Gangopadhyay, Robert F. Erbacher, Carl Busart "Secure Federated Training: Detecting Compromised Nodes and Identifying the Type of Attacks" accepted in IEEE ICMLA 2022. 

3. Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay, Robert F. Erbacher, "Towards developing a data security aware federated training framework in multi-modal contested environments," Proc. SPIE 12113, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications IV, 121130M (6 June 2022);https://doi.org/10.1117/12.2618904

4. Hasib-Al Rashid, Pretom Roy Ovi, Aryya Gangopadhyay, Tinoosh Mohsenin: TinyM2Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices. CoRR abs/2202.04303 (2022), 

5.  Ajayi and A. Gangopadhyay, "DAHID: Domain Adaptive Host-based Intrusion Detection," 2021 IEEE International Conference on Cyber Security and Resilience (CSR), 2021, pp. 467-472, doi: 10.1109/CSR51186.2021.9527966.

6. P. R. Ovi, E. Dey, N. Roy and A. Gangopadhyay, "ARIS: A Real Time Edge Computed Accident Risk Inference System," 2021 IEEE International Conference on Smart Computing (SMARTCOMP), 2021, pp. 47-54, doi: 10.1109/SMARTCOMP52413.2021.00027.

7. Rajeev,S., Sharma, S, "Evaluation of Game-Theme Based Instructional Modules for Data Structure Concepts ", International Journal of Computers and their Applications, IJCA, Vol. XX, No. 1, March 2020. (In publication).

8. Sharma, S, Stigall, J., Bodempudi, S.T., "Situational awareness-based Augmented Reality Instructional (ARI) module for building evacuation", Proceedings of the 27th IEEE Conference on Virtual Reality and 3D User Interfaces, Atlanta, Georgia, USA, March 22-26, 2020. (Accepted)

9. Sharma, S., Bodempudi, S.T.,Scribner, D., "Identifying anomalous behavior in a building using HoloLens for emergency response", IS&T International Symposium on Electronic Imaging (EI 2020), in the Engineering Reality of Virtual Reality, Hyatt Regency San Francisco Airport, Burlingame, California, 26 January- 30 January 2020.

10. Sharma, S, Bodempudi, S.T.,Scribner, D., Grazaitis, P, "Active Shooter response training environment for a building evacuation in a collaborative virtual environment ", IS&T International Symposium on Electronic Imaging (EI 2020), in the Engineering Reality of Virtual Reality, Hyatt Regency San Francisco Airport, Burlingame, California, 26 January- 30 January 2020.

11. Sharma, S, Bodempudi, S.T., Arrolla, M., "Collaborative Virtual Assembly Environment for Product Design", Proceeding of the IEEE International Conference on Computational Science and Computational Intelligence (CSCI'19), in Symposium on Signal & Image Processing, Computer Vision & Pattern Recognition, Las Vegas, Nevada, USA, Dec 05-07, 2019.

12.  Ping Hou. Peng Wu, Pei Guo. Jianwu Wang, Aryya Gangopadhyay, Zhibo Zhang. A Deep Learning Model for Detecting Dust in Earth’s Atmosphere from Satellite Remote Sensing Data, accepted for publication and presentation in IEEE SMARTCOMP 2020.