TARU PUBLICATIONS
Author

Manjusha Tatiya

Department of Computer Engineering, Indira College of Engineering and Management, Pune, Maharashtra, 410506, India

Published papers
3
Citations
0
Views
595
Downloads
248

Publications

3 papers
Open Access Research Article·pp. 1887–1895·Vol. 47, Issue 5-BMay 2026

Privacy-preserving machine learning techniques ensuring data confidentiality and model accuracy in federated learning environments

Sinu Nambiar, Manjusha Tatiya, Kajal Sanjay Diwate, Deepika Sharma, Samir N. Ajani, Yogesh Nagargoje

Published Online: 23 Apr 2026DOI: 10.47974/JIOS-2281

In this paper: Federated learning (FL) lets multiple people work together to train a model without storing private data in one place. This has a lot of promise for making AI more privacy-aware. However, FL is still...

AbstractReferencesFull Text PDF (576 KB)Views: 159Downloads: 80Citations: 0
Open Access Research Article·pp. 1871–1878·Vol. 47, Issue 5-AMay 2026

Exploring quantum machine learning integrating quantum computing with AI for advanced predictive modeling and data analysis

Sinu Nambiar, Manjusha Tatiya, Pradnya S. Moon, Sagarkumar S. Badhiye, Vijaya Ravsaheb Khemnar

Published Online: 23 Apr 2026DOI: 10.47974/JIOS-2279

In this paper: The integration of quantum computing and artificial intelligence change the way of prediction modeling and data analysis field. This study looks at the basic ideas, design concepts, and mathematical e...

AbstractReferencesFull Text PDF (627 KB)Views: 153Downloads: 79Citations: 0
Open Access Research Article·pp. 715–727·Vol. 27, Issue 2-BMar 2024

Security-aware analytical framework : A mathematical model and machine learning for dynamical system control in secure environments

Jaya Chandwani, Gauri Dhopavkar, Manjusha Tatiya, Nitin Chakole, Shailesh V. Kulkarni, Nilesh Shelke

Published Online: 12 Apr 2024DOI: 10.47974/JDMSC-1922

In this paper: This study presents a Security-Aware Analytical Framework (SAAF) that is meant to make dynamic system control better in safe places. The framework uses a new mathematical model and advanced machine le...

AbstractReferencesFull Text PDF (732 KB)Views: 283Downloads: 89Citations: 0