Open Access
Research Article·pp. i–vii·Vol. 46, Issue 4-AMay 2025
Dinesh Goyal, Anil Kumar, Maria Ganzha
Published Online: 31 May 2025DOI: 10.47974/JIOS-46-4-A-Foreword In this paper: Advances in Internet of Things (IoT) and its applications in real life have revolutionalized the way human beings interact with machines, enabled the integration of sensors, devices, and systems to co...
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Open Access
Research Article·pp. 893–902·Vol. 46, Issue 4-AMay 2025
Abhishek Dixit, Manish Jain
Published Online: 31 May 2025DOI: 10.47974/JIOS-1814 In this paper: Autonomous driving, particularly when it involves smart decision-making and path planning in dynamic settings such as highways, presents far greater challenges compared to navigating static environmen...
Open Access
Research Article·pp. 903–913·Vol. 46, Issue 4-AMay 2025
Amit Chaurasia, Vijay Shankar Sharma, Sandeep Kumar Sharma, Atul Srivastava, Anuradha Pillai
Published Online: 31 May 2025DOI: 10.47974/JIOS-1815 In this paper: In this paper we present a novel consensus algorithm PoAb: Proof of Ability. The consensus algorithm is based on the ability of the node to mine the transaction that is based on the shares of transact...
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: 31 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: 31 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. 939–948·Vol. 46, Issue 4-AMay 2025
Megha Jain, Ravi Verma, Sunil Kumar, Atul Srivastava, Anuradha Pillai, Vijay Shankar Sharma
Published Online: 31 May 2025DOI: 10.47974/JIOS-1819 In this paper: The rapid development of wireless communication and mobile networks, combined with broad use of IoT devices, has created substantial security concerns for core and edge networks. This study underlines...
Open Access
Research Article·pp. 949–956·Vol. 46, Issue 4-AMay 2025
Siddhanta Kumar Singh, Vijay Shankar Sharma, Sandeep Kumar Sharma, Atul Srivastava, Anuradha Pillai
Published Online: 31 May 2025DOI: 10.47974/JIOS-1821 In this paper: Transportation plays a important role in our everyday life, but increasing vehicle numbers worsen traffic congestion and hence requires to focus the security issues. Safety is a key concern, especiall...
Open Access
Research Article·pp. 957–968·Vol. 46, Issue 4-AMay 2025
Vandana Agarwal, Navnish Goel, Manish Sharma, Aditya Agarwal, Nisha Gupta, Sheetal Yadav
Published Online: 31 May 2025DOI: 10.47974/JIOS-1823 In this paper: The Covid-19 pandemic has inevitably caused a sharp increase in the use of digital technologies as only manner of safeguarding ourselves. Covid-19 has forced numerous corporations and companies to ada...
Open Access
Research Article·pp. 969–977·Vol. 46, Issue 4-AMay 2025
Sandeep Kumar Sharma, Vijay Shankar Sharma, Amit Chaurasia, Atul Srivastava, Anuradha Pillai
Published Online: 31 May 2025DOI: 10.47974/JIOS-1824 In this paper: The IoT edge computing presents a noteworthy capability to provide economy, fast, and secure processing to their systems but the system should integrate with a strong model that can preserve data priv...
Open Access
Research Article·pp. 979–989·Vol. 46, Issue 4-AMay 2025
P. Surekha, P. Vidya Sagar, G. Ramesh
Published Online: 31 May 2025DOI: 10.47974/JIOS-1884 In this paper: Face Expression Recognition (FER) has immense popularity in research community due to its widespread applicability in different applications. However, the currently available expression descriptors ar...
Open Access
Research Article·pp. 991–999·Vol. 46, Issue 4-AMay 2025
Suniti Chouhan, Gajanand Sharma
Published Online: 31 May 2025DOI: 10.47974/JIOS-1886 In this paper: Background: Rapidly evolving technology, and sensitivities related to security and integrity in electoral processes, create an overriding need to find fresh solutions that provide assurance with regar...
Open Access
Research Article·pp. 1001–1012·Vol. 46, Issue 4-AMay 2025
Amit Kumar Singh Sanger, Rahul Johari
Published Online: 31 May 2025DOI: 10.47974/JIOS-1887 In this paper: The exponential growth of cloud technology and the growing popularity of the Internet of Things (IoT) provide a substantial obstacle in efficiently integrating these technologies to optimize performan...
Open Access
Research Article·pp. 1013–1030·Vol. 46, Issue 4-AMay 2025
Veenu Bhasin, Seema Aggarwal, Geeta Aggarwal, Aakanksha
Published Online: 31 May 2025DOI: 10.47974/JIOS-1888 In this paper: Suicide is a serious concern influenced with many socioeconomic, demographic, and psychological variables. A person commits suicide due to reasons like mental illness, inability to face pressure from...
Open Access
Research Article·pp. 1031–1043·Vol. 46, Issue 4-AMay 2025
Siya Garg, Vinita Jindal, Rahul Johari, Deo Prakash Vidyarthi, Veenu Bhasin
Published Online: 31 May 2025DOI: 10.47974/JIOS-1889 In this paper: A Blockchain is a sequence of data blocks, each cryptographically linked to the previous one, ensuring that once a block is added, it cannot be altered. Many security experts consider the inherent cry...
Open Access
Research Article·pp. 1045–1057·Vol. 46, Issue 4-AMay 2025
Sheetal Agarwal, Rupal Gupta
Published Online: 31 May 2025DOI: 10.47974/JIOS-1890 In this paper: Semantic web technologies and machine learning have shown great results in predictive analytics in many areas. Applying machine learning to semantic web data can solve use cases in various domains inc...
Open Access
Research Article·pp. 1059–1067·Vol. 46, Issue 4-AMay 2025
Supreet Kaur Sahi
Published Online: 31 May 2025DOI: 10.47974/JIOS-1891 In this paper: Maximization of crop yield with minimization of resource inputs is one of major problem faced by different agricultural practices. Global food security depends on achieving sustainable crop yield and...
Open Access
Research Article·pp. 1069–1079·Vol. 46, Issue 4-AMay 2025
Gajanand Sharma, Ravi Shankar Sharma, Jitendra Kumawat, Shekhar Kumar Swarnkar, Gaurav Kumar Sharma, Geerija Lavania
Published Online: 31 May 2025DOI: 10.47974/JIOS-1892 In this paper: Blockchain Technology is eminent in the modern era which is digitalizing the development of provinces. Contribution of the exploration is to provide adequate pilot age about secured and decentralized...
Open Access
Research Article·pp. 1081–1090·Vol. 46, Issue 4-AMay 2025
Hiralal Bhaskar Solunke, Pawan Bhaladhare, Amol Potgantwar
Published Online: 31 May 2025DOI: 10.47974/JIOS-1893 In this paper: The burgeoning digital landscape has necessitated advancements in blockchain network optimization, particularly in enhancing privacy without compromising network efficiency. Existing blockchain routin...
Open Access
Research Article·pp. 1091–1103·Vol. 46, Issue 4-AMay 2025
Rishika Mehta, Shilpa Mahajan, Kavita Khanna
Published Online: 31 May 2025DOI: 10.47974/JIOS-1894 In this paper: The phenomenal rise of Internet of Things(IoT) has driven the ascend of fog computing as a distributed model to reduce delays in networks. Generally, fog devices are resource-restricted while IoT appl...
Open Access
Research Article·pp. 1105–1116·Vol. 46, Issue 4-AMay 2025
Prashant Patil, Sarita Charkha, Satish V. Kakade, Prashant Bansilal Patel, Pranita Kadam, Megha Garg, Shrinivas T. Shirkande
Published Online: 31 May 2025DOI: 10.47974/JIOS-1895 In this paper: Medical imaging is a very important part of diagnosis because it helps doctors find diseases and plan treatments accurately. But for deep learning models to work well in medical picture analysis, they...
Open Access
Research Article·pp. 1117–1127·Vol. 46, Issue 4-AMay 2025
Chetan Gode, Bhushan Marutirao Nanche, Dharmesh Dhabliya, Rahul Dnyanoba Shelke, Rajendra V. Patil, Sushma Bhosle
Published Online: 31 May 2025DOI: 10.47974/JIOS-1896 In this paper: Deep learning models have changed many areas by making it possible for them to do things like picture recognition, natural language processing, and reinforcement learning at the highest level. But opt...
