TARU PUBLICATIONS
Author

Gurunath T. Chavan

Department of Information Technology, Vishwakarma Institute of Technology, Pune, Maharashtra, 411037, India

Published papers
4
Citations
0
Views
955
Downloads
340

Publications

4 papers
Open Access Research Article·pp. 943–951·Vol. 29, Issue 2-BFeb 2026

Security challenges in mobile ad hoc networks investigating vulnerabilities and proposing robust solutions for secure communication

Shilpa Choudhary, K. Shanti, Tanya Singh, Gurunath T. Chavan, Rajesh Suresh Bulbule, Amol Dattatray Sonawane

Published Online: 31 Dec 2025DOI: 10.47974/JDMSC-2545

In this paper: MANETs enable ad hoc wireless networking in unstructured and constantly changing environments. As a result, MANETs face a variety of security challenges associated with their lack of centralized contr...

AbstractReferencesFull Text PDF (217 KB)Views: 222Downloads: 90Citations: 0
Open Access Research Article·pp. 1165–1175·Vol. 46, Issue 4-BMay 2025

Exploring alternative techniques for accelerating deep learning convergence for batch normalization

Shyam Deshmukh, Bhavana Tiple, Gurunath T. Chavan, Madhura Phatak, Gaurav Gondhalekar, Rajesh B. Raut

Published Online: 31 May 2025DOI: 10.47974/JIOS-1900

In this paper: Deep learning models are the most important part of current AI systems because they can learn complex patterns from data in a very impressive way. However, creating these models often takes a lot of t...

AbstractReferencesFull Text PDF (491 KB)Views: 231Downloads: 80Citations: 0
Open Access Research Article·pp. 1177–1187·Vol. 46, Issue 4-BMay 2025

An optimization strategy for portfolio management leveraging deep reinforcement learning for automated stock trading

Gurunath T. Chavan, Santosh H. Lavate, Pradip Ram Selokar, Deepti Raverkar, Aniket Prakashrao Munshi, Kriti Kusum

Published Online: 31 May 2025DOI: 10.47974/JIOS-1901

In this paper: Traditional strategies for managing portfolios often rely on rigid models and people’s gut feelings, which might not work as well when the market is changing and unclear. Instead, DRL seems like a goo...

AbstractReferencesFull Text PDF (539 KB)Views: 247Downloads: 92Citations: 0
Open Access Research Article·pp. 465–476·Vol. 27, Issue 2-AMar 2024

Implementing end-to-end encryption strategist for strengthening data security across network communication

Vijaya Balpande, Ujjwala Bal Aher, Pradnya Borkar, Parul Bhanarkar, Gurunath T. Chavan, Raju M. Sairise

Published Online: 06 Apr 2024DOI: 10.47974/JDMSC-1902

In this paper: In order to improve data security in network communication, this project suggests using End-to-End Encryption (E2EE). E2EE protects against unwanted access by guaranteeing that private information is...

AbstractReferencesFull Text PDF (815 KB)Views: 255Downloads: 78Citations: 0