TARU PUBLICATIONS
Author

Farhan Sheth

Department of Computer Science & Engineering Manipal University Jaipur, Jaipur, Rajasthan, 303007, India

Published papers
4
Citations
5
Views
1,217
Downloads
29

Publications

4 papers
Open Access Research Article·pp. 1473–1486·Vol. 28, Issue 5-AAug 2025

A discrete mathematical model and cryptography for secure medical image analysis : Encrypted chest X-ray classification

Ajit Noonia, Deepti Thakral, Priya Mathur, Farhan Sheth, Hammad Shaikh, Amit Kumar Gupta

Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2146

In this paper: This research presents a privacy-preserving approach to chest X-ray image classification utilizing deep learning techniques integrated with Advanced Encryption Standard (AES) encryption and Fully Homo...

AbstractReferencesFull Text PDF (509 KB)Views: 264Downloads: 8Citations: 0
Open Access Research Article·pp. 1621–1638·Vol. 28, Issue 5-AAug 2025

Robust cybersecurity through discrete and large language models for effective phishing attack detection

Dinesh Goyal, Anil Kumar, Priya Mathur, Farhan Sheth, Amit Kumar Gupta

Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2162

In this paper: This study explores the efficacy of four Large Language Models (LLMs)—BERT, DistilBERT, RoBERTa, and DeBERTa—in classifying URLs as either legitimate or phishing. The research methodology is structure...

AbstractReferencesFull Text PDF (639 KB)Views: 220Downloads: 8Citations: 0
Open Access Research Article·pp. 569–599·Vol. 27, Issue 2-BMar 2024

Discrete mathematical models for enhancing cybersecurity : A mathematical and statistical analysis of machine learning approaches in phishing attack detection

Dinesh Goyal, Farhan Sheth, Priya Mathur, Amit Kumar Gupta

Published Online: 11 Apr 2024DOI: 10.47974/JDMSC-1893

In this paper: This paper presents a discreate mathematical modelling of cybersecurity phishing attack detection methodologies, emphasizing the crucial role of continual advancements in detection methods amidst the...

AbstractReferencesFull Text PDF (1.5 MB)Views: 409Downloads: 7Citations: 2
Open Access Research Article·pp. 317–342·Vol. 27, Issue 2Mar 2024

Deep insight : Mathematical modeling and statistical analysis for mango leaf disease classification using advanced deep learning models

Priya Mathur, Farhan Sheth, Dinesh Goyal, Amit Kumar Gupta

Published Online: 19 Mar 2024DOI: 10.47974/JIM-1830

In this paper: This paper presents a comprehensive investigation into the mathematical modeling and statistical analysis of classification of mango leaf diseases employing state-of-the-art Deep Learning models. The...

AbstractReferencesFull Text PDF (1.7 MB)Views: 324Downloads: 6Citations: 3