Open Access
Research Article·pp. i–viii·Vol. 28, Issue 5-AAug 2025
Dinesh Goyal, Anil Kumar, Dharm Singh Jat
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-28-5-A-Foreword In this paper: This special issue titled “Advancements in Intelligent Systems for Information Optimization in Cyber Security : Challenges and Innovations” explores the complex intersection of intelligent systems and...
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Open Access
Research Article·pp. 1461–1472·Vol. 28, Issue 5-AAug 2025
G. L. Saini, Prabh Deep Singh, Kiran Deep Singh, Preeti Narooka
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2145 In this paper: In the cyber industry the classical cryptosystems like RSA and ECC in the rapidly changed quantum computing cyber industry include threats to their very basic security assumptions. Th paper presents a...
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. 1487–1496·Vol. 28, Issue 5-AAug 2025
Gautam Kumar, Atul Srivastava, Vijay Shankar Sharma, Anuradha Pillai
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2147 In this paper: The Elliptic curve cryptography (ECC) in cryptography is an interesting to go into the depth of the best performance optimization and fascinating area to work, where scalar multiplication is playing a...
Open Access
Research Article·pp. 1497–1504·Vol. 28, Issue 5-AAug 2025
Rakesh Kumar Godi, Vijay Shankar Sharma, Sandeep Kumar Sharma, Amit Chaurasia, Atul Srivastava, Anuradha Pillai
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2148 In this paper: Machine Learning algorithm such as Support Vector Machine (/SVM) are identified to be significant for prediting the variables related to the pre-defined output in real world applications. This machine...
Open Access
Research Article·pp. 1505–1515·Vol. 28, Issue 5-AAug 2025
V. Dankan Gowda, N. Suganthi, V. Nuthan Prasad, Manoj Tarambale, Pullela SVVSR Kumar, A. Muthusamy
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2149 In this paper: This paper focuses on the importance of secure cryptographic principles in the modern and future 5G, but also in the emerging 6G networks. As the connectivity and the rate of data transmission rise, t...
Open Access
Research Article·pp. 1517–1526·Vol. 28, Issue 5-AAug 2025
V. Dankan Gowda, V. Praveena, M. Nagabhushanam, Pullela SVVSR Kumar, Christian Rafael Quevedo Lezama, Disha Pathak
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2150 In this paper: In terms of data privacy and security especially in the development of machine learning HE has the potential to solve it. This paper focuses on homomorphic encryption as a method for secure data proce...
Open Access
Research Article·pp. 1527–1536·Vol. 28, Issue 5-AAug 2025
V. Dankan Gowda, Sadashiva V. Chakrasali, Pullela SVVSR Kumar, Sampada Abhijit Dhole, Jayamala Kumar Patil, Shivoham Singh
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2151 In this paper: Federated Learning (FL) has turned out to be one of the most useful techniques for enabling distributed machine learning while protecting the data. Thirdly, because FL is distributed, the introduced f...
Open Access
Research Article·pp. 1537–1545·Vol. 28, Issue 5-AAug 2025
Tejaswini Panse, Vidya V. Deshmukh, Purushottam D. Shobhane, Yashwant Dongre, Amruta Mhatre, Prateek Meshram
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2152 In this paper: Cryptography frameworks are looked at to discover powerless spots in arrange to break encryption or interpreting strategies. Usually called cryptanalysis. As current cryptographic calculations get mor...
Open Access
Research Article·pp. 1547–1558·Vol. 28, Issue 5-AAug 2025
Sonal Khandelwal, Aanyaa Chaudhary
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2153 In this paper: This systematic literature review (SLR) examines the convergence of cybersecurity and human resource management (HRM), aiming to understand the dynamic landscape, uncover key trends, address challenge...
Open Access
Research Article·pp. 1559–1568·Vol. 28, Issue 5-AAug 2025
Sahil Rampal, Manmohan Sharma, Parul Khurana, Mukesh Kumar, Vivek Bhardwaj
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2154 In this paper: In the current competitive global scenario, cloud computing is an important tool for running successful businesses. Cloud computing has become the model for data storage and running applications from...
Open Access
Research Article·pp. 1569–1578·Vol. 28, Issue 5-AAug 2025
Dipesh Vaya, Rakesh Kumar Saxena
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2155 In this paper: This research study analyzes the performance of machine learning-based algorithms in terms of efficiency in classifying security attacks in cloud computing systems. The proposed research consists of t...
Open Access
Research Article·pp. 1579–1588·Vol. 28, Issue 5-AAug 2025
Shilpa Budhavale, Latika Rahul Desai, Sakshi Ajay Paithane, Samir N. Ajani, Monisha Singh, Arvind R. Bhagat Patil
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2156 In this paper: Elliptic Curve-Based Cryptography (ECC) may be a solid way to move forward organize security in Web of Things (IoT) settings, where other cryptography strategies regularly come up short. ECC suggests...
Open Access
Research Article·pp. 1589–1598·Vol. 28, Issue 5-AAug 2025
Kamlesh A. Waghmare, Parikshit Mahalle, Samir N. Ajani, Kapil Gupta, Sagarkumar S. Badhiye, Priti Shende
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2157 In this paper: When blockchain technology is combined with secure solutions, it makes a big difference in the security of healthcare information. This method uses the fact that blockchain is unchangeable and anonymo...
Open Access
Research Article·pp. 1599–1609·Vol. 28, Issue 5-AAug 2025
Nivedita Ghodke, Rajesh Phursule, Revati M. Wahul, Kirti Bikram, Vikas Nandgaonkar, Tanya Singh
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2159 In this paper: Remote sensor systems (WSNs) are basic to healthcare observing frameworks since they give real-time quiet information. Healthcare information is sensitive and requires solid security approaches that a...
Open Access
Research Article·pp. 1611–1620·Vol. 28, Issue 5-AAug 2025
Preeti Narooka, Suchita Arora, Satyajee Srivastava, Mohit Tiwari, Sanjay Yadav
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2161 In this paper: With the proliferation of digital technologies, cybercrime has become a pervasive system where end users, government users and business industries worldwide. Addressing this complex challenge requires...
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. 1639–1648·Vol. 28, Issue 5-AAug 2025
B. Vijaya Bhaskara Rao, Umashankar Rawat, Satyabrata Roy, Utsav Upadhyay
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2164 In this paper: In the era of IoT, ensuring data security and privacy is crucial given the limited computational resources of IoT devices. This article presents an image encryption scheme utilizing one-dimensional gr...
Open Access
Research Article·pp. 1649–1657·Vol. 28, Issue 5-AAug 2025
Ankit Kumar Tiwari, Surendra Yadav
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2165 In this paper: Performance optimization in cloud computing is of vital importance to ensure efficient resource use and to meet the demands of users. In this paper, we propose a framework that will optimize the effic...
Open Access
Research Article·pp. 1659–1669·Vol. 28, Issue 5-AAug 2025
Neeraj Kumar Verma, Nancy Arya, Niroj Kumar Pani, Jhum Swain, Narendra Babu Tatini, Ajit Noonia
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2166 In this paper: In a technology marked by way of the relentless march of technology and the ever-increasing digitization of our lives, the concept of identity and comfy entry to virtual assets has turned out to be a...
Open Access
Research Article·pp. 1671–1680·Vol. 28, Issue 5-AAug 2025
Yashika Gaidhani, Archana S. Banait, Pallavi Sachin Patil, Kirti Hemant Wanjale, Shwetambari Chiwhane, Namita Parati
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2167 In this paper: Elliptic Curve Cryptography (ECC) has gotten to be one of the finest ways to communicate safely utilizing cryptography since it is both secure and quick. This paper looks at how ECC can be utilized in...
Open Access
Research Article·pp. 1681–1691·Vol. 28, Issue 5-AAug 2025
Shyam Deshmukh, Sinu Nambiar, Pallavi Sachin Patil, Madhura Phatak, Bhavana Tiple, Aniket Prakashrao Munshi
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2168 In this paper: Traditional cryptographic methods are in big danger from quantum computing, which could make blockchain networks less safe. This essay looks at how to make and use quantum-resistant encryption methods...
Open Access
Research Article·pp. 1693–1702·Vol. 28, Issue 5-AAug 2025
Pallavi Sachin Patil, Pragati Choudhari, Ravindra K. Moje, Kirti Hemant Wanjale, Rashmi Welekar, Nilesh Shelke
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2169 In this paper: Information security has become very important in the fast-changing world of cloud computing because cloud service companies handle more and more sensitive and large amounts of data. Using applied dis...
Open Access
Research Article·pp. 1703–1712·Vol. 28, Issue 5-AAug 2025
Monica Kalbande, Meghana Lokhande, Amruta Mhatre, Araddhana Arvind Deshmukh, Prashant Ashok Patil, Pragya Maheshwari
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2170 In this paper: Using the rules of quantum physics to improve security protocols, quantum computing has the Quantum computing has the potential to fundamentally alter how cryptography keys are made. Classical compute...
Open Access
Research Article·pp. 1713–1722·Vol. 28, Issue 5-AAug 2025
Sulakshana Malwade, Rohini Jadhav, Veena Jadhav, A. V. Chitre, Bhumika Neole, Nilesh Shelke
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2171 In this paper: This article depicts a modern blockchain-based secure way to store and share information that employments elliptic bend cryptography (ECC) to form information more private and secure. As the sum of di...
Open Access
Research Article·pp. 1723–1731·Vol. 28, Issue 5-AAug 2025
Rohini Kale, Ajjay S. Gaadhe, Navnath B. Pokale, Prashant Ashok Patil, Pradnya Borkar, Satyajit Sidheshwar Uparkar
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2172 In this paper: Wireless sensor systems (WSNs) are exceptionally vital for collecting information and following in genuine time in healthcare employments that are changing rapidly. But since healthcare information is...
Open Access
Research Article·pp. 1733–1742·Vol. 28, Issue 5-AAug 2025
Sanjivani Hemant Kulkarni, Vidya V. Deshmukh, Ravindra K. Moje, Santosh H. Lavate, Yatin Gandhi, Nilesh Shelke
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2173 In this paper: When it comes to Wireless Sensor Systems (WSNs), solid data security is exceptionally vital since sensor hubs can be assaulted in numerous ways. This exposition looks at how discrete arithmetic can be...
Open Access
Research Article·pp. 1743–1751·Vol. 28, Issue 5-AAug 2025
Mahadeo D. Kokate, Anitha Julian, R. Ramyadevi, Mayur Rele, Gerardine Immaculate Mary, Muthukumaran Vaithianathan
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2174 In this paper: Within the domain of Remote Sensor Systems (WSN), guaranteeing vigorous and real-time security is fundamental due to the characteristic vulnerabilities and the basic nature of the information these sy...
Open Access
Research Article·pp. 1753–1761·Vol. 28, Issue 5-AAug 2025
Jayita Moulick, Rajesh Phursule, Archana P. Kale, Varinder Singh Rana, Shubham Goswami, Vijay S. Karwande
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2175 In this paper: The expanding dependence on cloud computing administrations has required progressed components for real-time tomb examination and defense to defend delicate information. This paper proposes a novel Va...
Open Access
Research Article·pp. 1763–1769·Vol. 28, Issue 5-AAug 2025
Deepak Moud, Rakesh Kumar Saxena
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2176 In this paper: The aim of this research paper is to propose a novel signature recognition system that utilizes deep learning techniques to accurately identify the name of a person based on their handwritten signatur...
Open Access
Research Article·pp. 1771–1780·Vol. 28, Issue 5-AAug 2025
Deepak T. Mane, Rohit Bakshi, Govinda B. Sambare, Deepak R. More, Seema Kedar, Rucha Chetan Samant
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2177 In this paper: As the world of monetary bargains changes rapidly, it is exceptionally imperative to form beyond any doubt that information sharing is secure and private. The most objective of this consider is to com...
Open Access
Research Article·pp. 1781–1790·Vol. 28, Issue 5-AAug 2025
Shikha Bhardwaj, Shuchita Vaidya, Neha Shahare, Shantanu Pandurang Kanade, Uday Shankar Patil, Atre Pradeep Prabhakar
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2178 In this paper: Conventional cryptographic frameworks are in threat since quantum computing is getting way better and quicker. This can be why quantum-secure cryptographic arrangements for cloud apps have to be be ma...
Open Access
Research Article·pp. 1791–1801·Vol. 28, Issue 5-AAug 2025
Manisha Kuveskar, Bhagyashree Dharaskar, Srijita Bhattacharjee, Anoop Dev, Mayuri Mangesh Gawade, Manish Nagpal
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2179 In this paper: Despite the development of Medical Internet of Things (IoT) systems has completely changed the way healthcare is delivered, patient data security and privacy are still major worries. In this work, we...
Open Access
Research Article·pp. 1803–1812·Vol. 28, Issue 5-AAug 2025
Prema Sahane, Monali Gulhane, Nitin Rakesh, S. Mohan Mahalakshmi Naidu, Madhur Grover, Vibhor Mahajan
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2180 In this paper: Given the broad selection of remote sensor systems (WSNs) over diverse divisions, it is basic to prioritize information security, particularly in situations with restricted assets. This article gives...
Open Access
Research Article·pp. 1813–1824·Vol. 28, Issue 5-AAug 2025
Pallavi Vasudev Baviskar, Vijaya Balpande, Tushar Jadhav, S. Mohan Mahalakshmi Naidu, Aakash Sharma, Deepak Minhas
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2181 In this paper: Guaranteeing solid security and information judgment is basic within the fast-changing field of Web of Things (IoT) applications. The complex interrelationship between information keenness components,...
Open Access
Research Article·pp. 1825–1834·Vol. 28, Issue 5-AAug 2025
Vijayendra Sanjay Gaikwad, Kishor H. Walse, Mohammad Atique
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2182 In this paper: Currently, with third-party cloud providers handling data mining tasks while securely processing sensitive data has become critical. These providers may exploit intermediate data during computation, p...
Open Access
Research Article·pp. 1835–1843·Vol. 28, Issue 5-AAug 2025
Hemlata Goyal, Sunita Singhal, Manya Khater, Adyasha Mahanta, Pankaj Dadheech
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2183 In this paper: Image steganography, which encodes secret information into digital photos, is crucial for covert communication. It’s critical to strike a delicate balance between maintaining the altered image’s visua...
