Open Access
·pp. i–vii·Vol. 47, Issue 10Oct 2026
Ramesh Chandra Poonia, Padmaja Budi, Diksha Dani, Sheela Hundekari, Muhammad Afroz, Rajesh Kumar, Kailash Nath Tripathi
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-47-10-Foreword In this paper: The special issue entitled “Information, Optimization, and Intelligent Techniques for Sustainable Computing and Management” presents a collection of contemporary research work investigating the use of...
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Open Access
Research Article·pp. 3535–3544·Vol. 47, Issue 10Oct 2026
Arikatla Annapurna, M. Thillaikarasi, K. Subba Reddy
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2481 In this paper: Network intrusion detection systems are playing a significant role in protecting communication infrastructures against sophisticated cyber-attacks. Existing machine learning classification methods are...
Open Access
Research Article·pp. 3545–3554·Vol. 47, Issue 10Oct 2026
B. Swarna Jyothi, S. K. Mouleeswaran, M. Suleman Basha
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2482 In this paper: Identifying vehicle trajectories from video surveillance is an essential task in modern traffic management systems to prevent accidents and reduce congestion. Detecting cluster structures in trajector...
Open Access
Research Article·pp. 3555–3564·Vol. 47, Issue 10Oct 2026
Chaitanya Nukala, V. Raghavendran
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2483 In this paper: Scene classification is an emerging need in social applications, such as surveillance security and autonomous actions, in which unimodal learning techniques are commonly used to classify scenes from e...
Open Access
Research Article·pp. 3565–3574·Vol. 47, Issue 10Oct 2026
S. Tahseen Banu, K. Subba Reddy
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2484 In this paper: Hyperspectral image (HSI) classification is an emerging need in remote sensing applications. Extraction of spatial and spectral cues, and their relevance, are crucial for the classification of HSI. No...
Open Access
Research Article·pp. 3575–3584·Vol. 47, Issue 10Oct 2026
Karre Rathi, T. Sasi Rooba, K. Subba Reddy
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2485 In this paper: Multimodal video segmentation and classifications are an emerging need for the detection of video-based fraudulent applications. Existing fusion methods, such as the Multimodal Embedding Alignment Sys...
Open Access
Research Article·pp. 3585–3595·Vol. 47, Issue 10Oct 2026
Aditya Nagdiya, Vivek Kapoor, Vrinda Tokekar
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2486 In this paper: Financial time-series forecasting is difficult because of constantly changing market conditions, non-stationary behavior, and sudden changes in volatility which can negatively affect optimization stab...
Open Access
Research Article·pp. 3597–3606·Vol. 47, Issue 10Oct 2026
Kavita Lal, Savita Shiwani, Geeta Chhabra Gandhi
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2487 In this paper: Due to the rise in face manipulation algorithms, it is difficult to distinguish real videos from computer-generated videos. For this, the paper proposes HABSNet, a model that performs artifact localiz...
Open Access
Research Article·pp. 3607–3618·Vol. 47, Issue 10Oct 2026
Bipin Sule, Amit Gaurav, Subhasri Telkar, Allama Prabhu, K. Shree Jayaram, Monali Gulhane
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2488 In this paper: Intelligent Transportation Systems (ITS) are becoming dependent on connected vehicles, roadside infrastructure, IoT devices, communication networks, and intelligent computing platforms, which introduc...
Open Access
Research Article·pp. 3619–3630·Vol. 47, Issue 10Oct 2026
Mahendra Alate, Tanveer Ahmad Wani, Manisha Tushar Jadhav, Koti Tejasvi, K. Anitha, Dipak J. Dahigaonkar
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2489 In this paper: Emergency healthcare systems are faced with the challenging problems of distributing scarce resources quickly, fairly and economically and balancing limited resources with unpredictable demand. This s...
Open Access
Research Article·pp. 3631–3644·Vol. 47, Issue 10Oct 2026
Dhanaji Wagh, Varun Kumar Sharma, Sathyabalaji Kannan, Yogash Chandra Joshi, G. Sarala, Sharyu Ikhar
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2490 In this paper: EEG is a non-invasive tool to study complex activity of neurons, but traditional signal processing techniques typically process individual EEG channels separately and fail to adequately model spatial...
Open Access
Research Article·pp. 3645–3656·Vol. 47, Issue 10Oct 2026
Puneet Kumar Yadav, Shrushti Deshmukh, R. Srikanth, K. Parimala, V. Anantha Lakshmi, Yogesh Nagargoje
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2491 In this paper: The distribution of vaccines is constrained by a number of practical issues such as uncertainty about vaccine demand, small stock holdings, inadequate cold-chain capacity, logistical delays, and acces...
Open Access
Research Article·pp. 3657–3667·Vol. 47, Issue 10Oct 2026
Gagan Tiwari, Chandrashekhar Ramesh Ramtirthkar, B. Gayathri, S. Surendhar, P. Varalakshmi, Pradnya S. Moon
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2492 In this paper: Public utilities have to operate under strict budgets, reliability requirements and regulatory requirements, and are simultaneously hit with a growing threat of cyber-attacks. The study suggests a mul...
Open Access
Research Article·pp. 3669–3680·Vol. 47, Issue 10Oct 2026
Amol Bhoite, Radha Chauhan, Samir N. Ajani, Viyyapu Lokeshwari Vinya, Amruta Prasad Kharade, V. Poongodi
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2493 In this paper: While cloud-based medical imaging archives offer scalability, remote access, and easy sharing of diagnostic information, the security of these types of sensitive images is difficult for resource-const...
Open Access
Research Article·pp. 3681–3692·Vol. 47, Issue 10Oct 2026
Chandrakant D. Kokane, Renuka Kajale, Neeta Deshpande, Kishor Pathak, Sonali Prashant Bhoite, Shalini Wankhede
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2494 In this paper: The Internet of Medical Things (IoMT) has the potential to enhance the storage, sharing and remote access of medical images and the introduction of IoMT into the cloud-based medical imaging archive ra...
Open Access
Research Article·pp. 3693–3706·Vol. 47, Issue 10Oct 2026
Shekhar M. Kumbhar, Varun Kumar Sharma, Sulabha Narendra Patil, D. Anandhi, P. Ramya Krishna, Abhishek Dixit
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2495 In this paper: Strategic attackers, insider and privacy–utility conflicts pose persisting problems to healthcare data protection frameworks. In this study we envision a Game-Theoretic Healthcare Data Protection Mode...
Open Access
Research Article·pp. 3707–3718·Vol. 47, Issue 10Oct 2026
Ravindra S. Patil, Deepika Sharma, Rahul A. Padgilwar, Ramachandro Majji, L. Yamuna, N. Muninathan
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2496 In this paper: To secure IoT and medical sensor networks, mechanisms that are able to detect malicious and compromised devices or unreliable devices are needed. In this study a graph-theoretic trust model is suggest...
Open Access
Research Article·pp. 3719–3729·Vol. 47, Issue 10Oct 2026
Shantanu Kulkarni, Dipti Ganesh Korwar, Preeti Pandurang Kale, Manzoor Mohammad, Indu Purushothaman, Amit Gaurav
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2497 In this paper: While it is essential for healthcare to migrate to post quantum to safeguard sensitive medical data that has a long lifespan, the deployment presents challenges in terms of computational power, intero...
Open Access
Research Article·pp. 3731–3740·Vol. 47, Issue 10Oct 2026
Shilpa C. Patil, Veerendra Yadav, Swati Shivkumar Shriyal, Chittireddy Amarendar Reddy, Prasanth Varasala, Vijay Suresh Karwande
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2498 In this paper: As health information crosses from one healthcare domain or infrastructure to another, robust confidentiality, authentication, and integrity of the electronic medical records are crucial. This study a...
Open Access
Research Article·pp. 3741–3752·Vol. 47, Issue 10Oct 2026
Asma A. Hussain, Chetan Kumar Sharma, Sekkeri Venu Gopal, Saurabh Bhattacharya, J. Monisha, P. Varalakshmi
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2499 In this paper: Healthcare analytics leverages Artificial Intelligence and Cloud Computing in disease prediction, Clinical Decisions Making, Personalized Treatment and Remote Monitoring. However, having all of the in...
Open Access
Research Article·pp. 3753–3763·Vol. 47, Issue 10Oct 2026
R. G. Hemanth Kumar, Varun Kumar Sharma, Saudagar Subhash Barde, Y. Vijay Kumar, C. Kavitha, Ponmurugan Panneerselvam
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2500 In this paper: Given the critical role of medical information in medical cryptographic processes, it is essential to have rigorous security validation to prevent any vulnerabilities in the authentication process tha...
Open Access
Research Article·pp. 3765–3776·Vol. 47, Issue 10Oct 2026
Wasim A. Bagwan, Shilpy Singh, Swati Sucharita, D. Ganesh Kumar, Alugolu Avinash, Avinash Somatkar
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2501 In this paper: Ransomware, phishing, unauthorized access, insider misuse, and device attacks are all threats to the healthcare industry as they rely on electronic health records (EHRs), cloud services, telemedicine,...
Open Access
Research Article·pp. 3777–3788·Vol. 47, Issue 10Oct 2026
M. M. Thorat, Mukesh Parashar, Mourya Murlidher, V. B. Gawai, Pradnya Yuvraj Patil, J. Jayannan
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2502 In this paper: With the progress of quantum computing, medical institutions that use classical public-key cryptography to secure the confidentiality of long-lasting and delicate healthcare information are facing gre...
Open Access
Research Article·pp. 3789–3798·Vol. 47, Issue 10Oct 2026
Mehru Salahuddin Tahsildar, Manisha Sagar Pawar, Samir N. Ajani, Ravula Arun Kumar, Vimal Bibhu, Subbulakshmi Packirisamy
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2503 In this paper: Cloud-based medical data indexing enhances clinical data retrieval, but raises concerns about the privacy of medical data and the patterns of their searches when subjected to new quantum attacks. The...
Open Access
Research Article·pp. 3799–3811·Vol. 47, Issue 10Oct 2026
Mahendra Alate, Akshay Hemant Gongane, Yazdani Hasan, Abhishek Dixit, A. Radha Krishna, Mohana Thiruchenduran
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2504 In this paper: Conventional healthcare cryptography is at stake with quantum computing, and migration to post quantum is problematic from a computational perspective, privacy and accountability perspective, and an e...
Open Access
Research Article·pp. 3813–3823·Vol. 47, Issue 10Oct 2026
Nikhilchandra Mahajan, Tanya Singh, D. Sandhya Rani, Dharmesh Dhabliya, K. Kasthuri, G. V. Rajeswari
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2505 In this paper: Audit trails are more and more seen as a key to healthcare compliance, and it is now essential that those audit trails are confidential, verifiable and quantum-resistant. This study presents a module-...
Open Access
Research Article·pp. 3825–3836·Vol. 47, Issue 10Oct 2026
Jyoti L. Bangare, Nilofer Kittad, Ashwini Rajurkar
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2506 In this paper: As the topology of the network grows, nodes fail and links become unavailable, and there are more malicious attacks, the communication networks must be able to transmit data securely and reliably. Thi...
Open Access
Research Article·pp. 3837–3847·Vol. 47, Issue 10Oct 2026
Sanjivani Hemant Kulkarnifa, Sulakshana Sagar Malwade
Published Online: 31 Oct 2026DOI: 10.47974/JIOS-2507 In this paper: In wireless or sensor networks, due to limited resources, dynamic network topology, unreliable communication links, and malicious intrusion, it is still difficult to find secure and energy efficient r...
