Open Access
Research Article·pp. 2281–2291·Vol. 47, Issue 6Jun 2026
V. Dankan Gowda, B. C. Kavitha, Madan Mohanrao Jagtap, P. Ramesh Naidu, K.D.V. Prasad, Sampathirao Suneetha
Published Online: 01 Jun 2026DOI: 10.47974/JIOS-2122 In this paper: This paper explores mathematical computing methods of enhancing image processing in complicated systems through noise robustness, outline sharpness and processing speed. Conventional techniques have a...
Open Access
Research Article·pp. 2305–2317·Vol. 47, Issue 6Jun 2026
V. Dankan Gowda, Madan Mohanrao Jagtap, M. V. Kavitha, S. B. Manoj Kumar, K.D.V. Prasad, Sampathirao Suneetha
Published Online: 01 Jun 2026DOI: 10.47974/JIOS-2124 In this paper: Network densification has rapidly emerged as a critical aspect of the IoT since IoT networks are rapidly expanding, and there are immense difficulties in allocating resources, controlling latency, and...
Open Access
Research Article·pp. 2453–2463·Vol. 47, Issue 6Jun 2026
V. Dankan Gowda, N. Suganthi, Madan Mohanrao Jagtap, Sampada Abhijit Dhole, Jayamala Kumar Patil, K.D.V. Prasad
Published Online: 01 Jun 2026DOI: 10.47974/JIOS-2123 In this paper: To enhance noise compensation as well as the recovery of data, this paper enhances a better signal processing platform depending on the Fourier Transform, Wavelet Transform and Kalman Filtering. Simil...
Open Access
Research Article·pp. 2279–2289·Vol. 46, Issue 7Oct 2025
V. Dankan Gowda, Prashant A Athavale, Shilpa K Gowda, Annepu Arudra, Hariprasad Soni, R. Shekhar, Raghavendra M
Published Online: 01 Oct 2025DOI: 10.47974/JIOS-2131 In this paper: The exponential increase in IoT networks and devices raises a lot of challenges in achieving system dependability and efficiency especially in fault diagnosis and anomaly detection. The current resear...
Open Access
Research Article·pp. 2363–2374·Vol. 46, Issue 7Oct 2025
Anjali Sandeep Gaikwad, V. Dankan Gowda, Prashant A Athavale, J. Latha, Hariprasad Soni, B. C. Kavitha, Erdal Buyukbicakci
Published Online: 01 Oct 2025DOI: 10.47974/JIOS-2133 In this paper: The growing use of Intelligent surveillance systems based on Internet-of-Things (IoT) devices, the issue of security of sensitive visual information, e.g. privacy, ascends to the top of the agenda. We...
Open Access
Research Article·pp. 2389–2400·Vol. 46, Issue 7Oct 2025
Kirti Rahul Kadam, V. Dankan Gowda, Pritish Kakkar, Debanjan Nag, Kaushika Pal, Ananda K., Erdal Buyukbicakci
Published Online: 01 Oct 2025DOI: 10.47974/JIOS-2132 In this paper: The extremely fast expansion of Internet-of-Things (IoT) networks has generated high security concerns, in particular for the integrity and privacy of image data. Private image recognition is essentia...
Open Access
Research Article·pp. 2289–2299·Vol. 28, Issue 6Sep 2025
V. Dankan Gowda, Pratik Gite, Nethravathi H. M., Prasanna Kumar Lakineni, K.D.V. Prasad, Shyamsunder Chitta
Published Online: 30 Sep 2025DOI: 10.47974/JIM-2371 In this paper: IoT has opened the floodgates the importance use of image processing in areas like surveillance, auto-navigating vehicles, and smart healthcare. Nonetheless, noise in IoT-generated images largely dist...
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. 1335–1346·Vol. 46, Issue 4-BMay 2025
V. Dankan Gowda, Galiveeti Poornima, H. L. Parashivamurthy, Sampathirao Suneetha, K.D.V. Prasad, Shyamsunder Chitta
Published Online: 01 May 2025DOI: 10.47974/JIOS-1994 In this paper: The utilization of real time image analysis within the IoT networks has received increased interest because of the high demand of visual information that will support applications like smart cities, i...
Open Access
Research Article·pp. 1357–1368·Vol. 46, Issue 4-BMay 2025
V. Dankan Gowda, Pratik Gite, Shashikala Salekoppalu Venkataramu, Madan Mohanrao Jagtap, K.D.V. Prasad, Shyamsunder Chitta
Published Online: 01 May 2025DOI: 10.47974/JIOS-1995 In this paper: In the context of IoT, both system integration and real-time processing, diverse sensor data are essential for creating smart and adaptive systems. This paper introduces a complete set of algorithms f...
Open Access
Research Article·pp. 915–925·Vol. 46, Issue 4-AMay 2025
V. Dankan Gowda, Shivoham Singh, Pullela SVVSR Kumar, Krishna Kant Dave, Hemant Kothari, T. Thiruvenkadam
Published Online: 01 May 2025DOI: 10.47974/JIOS-1817 In this paper: This paper will establish how integration of machine learning operation in to cloud computing has greatly enhanced data processing and Analysis. However, data privacy and security has been tricky to a...
Open Access
Research Article·pp. 927–937·Vol. 46, Issue 4-AMay 2025
V. Dankan Gowda, Pullela SVVSR Kumar, Praveen Damacharla, Manoj Tarambale, Prasanna Kumar Lakineni, Kalavakolanu Sripathi
Published Online: 01 May 2025DOI: 10.47974/JIOS-1818 In this paper: This paper focuses with the issue of adversarial attacks on machine learning models, and also provides a possible solution to improve the model’s robustness through the use of cryptographic solutions....
Open Access
Research Article·pp. 675–687·Vol. 27, Issue 2-BMar 2024
V. Dankan Gowda, Y. N. Sunitha, Sadashiva V. Chakrasali, K.D.V. Prasad, Parismita Sarma, Mirzanur Rahman
Published Online: 11 Apr 2024DOI: 10.47974/JDMSC-1912 In this paper: Accurate diagnosis and well-informed treatment choices are only possible with the help of sophisticated medical imaging technology. The introduction of digital imaging methods has led to a dramatic ri...
Open Access
Research Article·pp. 293–304·Vol. 27, Issue 2-AMar 2024
V. Dankan Gowda, D. Palanikkumar, Sajja Suneel, Satish Dekka, T. Thiruvenkadam, K.D.V. Prasad
Published Online: 06 Apr 2024DOI: 10.47974/JDMSC-1883 In this paper: There is need to develop and create new data protection mechanisms aimed at the compensating for the lack of security of WSNs. This paper introduces new cryptographic image-based techniques aimed at i...
Open Access
Research Article·pp. 317–328·Vol. 27, Issue 2-AMar 2024
V. Dankan Gowda, Sajja Suneel, Mirzanur Rahman, Gobinda Chandra Das, R. Senthil Kumar, K.D.V. Prasad
Published Online: 06 Apr 2024DOI: 10.47974/JDMSC-1885 In this paper: In the digital era, authentication system’s security is crucial. This paper discusses the issue of improving digital authentication from the position of cryptographic improvements in intrinsic verific...
Open Access
Research Article·pp. 477–488·Vol. 27, Issue 2-AMar 2024
V. Dankan Gowda, Pratik Gite, Mirzanur Rahman, Kirti Rahul Kadam, G. Manivasagam, K.D.V. Prasad
Published Online: 06 Apr 2024DOI: 10.47974/JDMSC-1884 In this paper: Biometric systems have taken the front seat as having core foundations in 21stcentury digital information technology, biometric systems hold a position therein or authentication processes. But the gro...
Open Access
Research Article·pp. 721–732·Vol. 27, Issue 3Mar 2024
V. Dankan Gowda, V. Nuthan Prasad, K.D.V. Prasad, Kottala Sri Yogi, S. B. Manoj Kumar, Mirzanur Rahman
Published Online: 01 Apr 2024DOI: 10.47974/JSMS-1281 In this paper: The increased demand for real-time data processing has brought into the emergence of edge computing as an important paradigm that helps to fulfil all such requirements on time-sensitive applications a...
Open Access
Research Article·pp. 465–477·Vol. 27, Issue 2Mar 2024
P. Ramesh Naidu, Pratik Gite, Vaskar Deka, K.D.V. Prasad, V. Dankan Gowda, Mirzanur Rahman
Published Online: 30 Mar 2024DOI: 10.47974/JSMS-1282 In this paper: Lifeline Donor groups are crucial in the field of humanitarian aid because they provide lifesaving aid in times of crisis. For effective resource management and aid coordination, it is crucial to draw...
Open Access
Research Article·pp. 779–791·Vol. 26, Issue 3Apr 2023
V. Dankan Gowda, Pullela SVVSR Kumar, J. Latha, C. Selvakumar, R. Shekhar, Abhay Chaturvedi
Published Online: 01 Apr 2023DOI: 10.47974/JDMSC-1754 In this paper: Nowadays, the data transmission in the network is working with the latest technology including 3G, 4G, and 5G. These technologies are replacing old technologies including 2G. Many techniques were prop...
Open Access
Research Article·pp. 861–873·Vol. 26, Issue 3Apr 2023
V. Dankan Gowda, K.D.V. Prasad, Pratik Gite, S. Premkumar, Naziya Hussain, Veera Sivakumar Chinamuttevi
Published Online: 01 Apr 2023DOI: 10.47974/JDMSC-1766 In this paper: The Internet of Things (IoT) environment must prioritise security because of the IoT’s significant attack susceptibility for a variety of reasons. The IoT attack detection technique or mitigation proc...
Open Access
Research Article·pp. 355–367·Vol. 44, Issue 3Apr 2023
P. Ramesh Naidu, Avinash Sharma, Supriya P. Diwan, V. Dankan Gowda, Parth M. Pandya, Anand Kumar Gupta
Published Online: 01 Apr 2023DOI: 10.47974/JIOS-1346 In this paper: This research work presents an object identification method based on the machine learning technique based on human vision system. The objective is to prevent processing a complete image in sort to loc...
Open Access
Research Article·pp. 519–530·Vol. 26, Issue 3Apr 2023
V. Dankan Gowda, Avinash Sharma, Parismita Sarma, Naziya Hussain, Santosh Kumar Dixit, Anand Kumar Gupta
Published Online: 01 Apr 2023DOI: 10.47974/JIM-1678 In this paper: An major constraint in the realm of feature selection is that users choose the ideal number of characteristics that must be picked. In this article, an effort is made to automate the process of determ...
