Open Access
Research Article·pp. 3085–3093·Vol. 29, Issue 8Aug 2026
Manmohan Sharma, Anudeep Arora, Priya Mathur, Saloni Bhushan, Amit Kumar Gupta
Published Online: 14 Aug 2026DOI: 10.47974/JDMSC-2693 In this paper: Distributed denial-of-service (DDoS) attacks causes significant threats in modern cloud and edge computing because of complex traffic patterns that intricate attack detection. Traditional methods have...
Open Access
Research Article·pp. 3137–3147·Vol. 29, Issue 8Aug 2026
Ajay Kumar, Amit Kumar Gupta, Priya Mathur, Chaitanya Singh, Vipin Tiwari
Published Online: 14 Aug 2026DOI: 10.47974/JDMSC-2698 In this paper: As computer networks expand, robust Intrusion Detection Systems (IDS) are crucial. Traditional methods struggle with zero-day attacks and lack interpretability. This study uses the NSL-KDD dataset and...
Open Access
Research Article·pp. 3219–3227·Vol. 29, Issue 8Aug 2026
Priya Mathur, Kusum Lata Jain, Meenakshi Nawal, Neeraj, Amit Kumar Gupta
Published Online: 14 Aug 2026DOI: 10.47974/JDMSC-2748 In this paper: Cryptographic security of symmetric primitives relies on the discrete mathematical properties of Boolean functions and S-boxes. While machine learning (ML) has shown effectiveness in cryptanalysis, ma...
Open Access
Research Article·pp. 1473–1486·Vol. 28, Issue 5-AAug 2025
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...
Open Access
Research Article·pp. 1621–1638·Vol. 28, Issue 5-AAug 2025
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...
Open Access
Research Article·pp. 569–599·Vol. 27, Issue 2-BMar 2024
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...
Open Access
Research Article·pp. 317–342·Vol. 27, Issue 2Mar 2024
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...
Open Access
Research Article·pp. 1519–1533·Vol. 26, Issue 5Aug 2023
Anil Kumar, Amit Kumar Gupta, Deepak Panwar, Sandeep Chaurasia, Dinesh Goyal
Published Online: 09 Sep 2023DOI: 10.47974/JDMSC-1816 In this paper: These days, the problems of scheduling and security are increasingly pressing as a result of the rapidly growing number of implementations that are operated in operating systems. Process scheduling an...
Open Access
Research Article·pp. 1499–1517·Vol. 26, Issue 5Aug 2023
Satpal Singh Kushwaha, Sandeep Joshi, Amit Kumar Gupta
Published Online: 09 Sep 2023DOI: 10.47974/JDMSC-1815 In this paper: The technology behind blockchain is quickly becoming one of the most crucial innovations in recent years. The Smart contracts are digital agreements, made in between two untrusted parties. Smart contr...
Open Access
Research Article·pp. 551–562·Vol. 26, Issue 3Apr 2023
Ruchi Joshi, Priya Mathur, Amit Kumar Gupta, Suyesha Singh, Vismita Paliwal, Sejal Nayar
Published Online: 01 Apr 2023DOI: 10.47974/JIM-1681 In this paper: Majority of reproductive-aged women experience some form of physical discomfort or emotional unease in the weeks leading up to the onset of menstruation. The symptoms are often not severe, but they ca...
