International Journal of Computational Learning & Intelligence https://milestoneresearch.in/JOURNALS/index.php/IJCLI <p>International Journal of Computational Learning &amp; Intelligence is a peer reviewed journal published under Milestone Research Foundation (MRF). It publishes original research work/reviews/editorials on all futuristic aspects of computational learning and intelligence. The targeted papers should demonstrate the use and need of traditional techniques in computational learning and intelligence with impactful social relevance.</p> en-US <p>CC Attribution-NonCommercial-NoDerivatives 4.0</p> muzamilbasha.s@reva.edu.in (Editor-in-Chief) admin@milestoneresearch.in (Managing Editor) Mon, 13 May 2024 07:07:08 +0000 OJS 3.3.0.11 http://blogs.law.harvard.edu/tech/rss 60 Data Leakage and Detection https://milestoneresearch.in/JOURNALS/index.php/IJCLI/article/view/139 <p>&nbsp;</p> <div><span lang="EN-GB">We study the following problem: A data distributor has given sensitive data to a set of supposedly trusted agents (third parties). Some of the data are leaked and found in an unauthorized place (e.g., on the web or somebody's laptop). The distributor must assess the likelihood that the leaked data came from one or more agents, as opposed to having been independently gathered by other means. We propose data allocation strategies (across the agents) that improve the probability of identifying leakages. These methods do not rely on alterations of the released data (e.g., watermarks). In some cases, we can also inject “realistic but fake” data records to further improve our chances of detecting leakage and identifying the guilty party “realistic but fake” data records to further improve our chances of detecting leakage and identifying the guilty party.</span></div> Prathik B K, Manovikyath L, Sandeep Y, Aryaman, Abhiram P Copyright (c) 2024 Prathik B K, Manovikyath L, Sandeep Y, Aryaman, Abhiram P https://creativecommons.org/licenses/by-nc-nd/4.0 https://milestoneresearch.in/JOURNALS/index.php/IJCLI/article/view/139 Mon, 13 May 2024 00:00:00 +0000 Campus Area Network Design Using Cisco Packet Tracer https://milestoneresearch.in/JOURNALS/index.php/IJCLI/article/view/141 <div><span lang="EN-GB">An effective network is necessary to enable the methodical and economical information flow throughout an organization in the in the form of documents, files, and assets. The initiative sheds light on a number of ideas such as IP address configuration, topology design, and the way to transfer data in the format of packets to the various university locations' wireless networks. The project's goal is to use the software to design the university network's topology. Wireless networking systems are implemented utilizing Cisco Packet Tracer. </span></div> Meghana S, Suriya Hanchinal, Preethi H A, Naveen Chandra Gowda Copyright (c) 2024 Meghana S, Suriya Hanchinal, Preethi H A, Naveen Chandra Gowda https://creativecommons.org/licenses/by-nc-nd/4.0 https://milestoneresearch.in/JOURNALS/index.php/IJCLI/article/view/141 Mon, 13 May 2024 00:00:00 +0000 INSTACHAT: Simplifying Connectivity https://milestoneresearch.in/JOURNALS/index.php/IJCLI/article/view/145 <div><span lang="EN-GB">InstaChat is an innovative, user friendly and secure chat application designed to provide a cutting-edge communication experience for users in a wide range of settings, from personal messaging to business collaboration. This paper aims to address the growing need for secure, efficient, and versatile communication tools in today's digital landscape. It aims to offer the users few advanced features including real-time messaging, multimedia sharing and group chats making it an ideal solution for staying connected with friends, family, and colleagues.</span></div> Pinta Ram M, Spoorthi M S, Vidhya Ganesh A, Vignesh P, Naveen Chandra Gowda Copyright (c) 2024 Pinta Ram M, Spoorthi M S, Vidhya Ganesh A, Vignesh P, Naveen Chandra Gowda https://creativecommons.org/licenses/by-nc-nd/4.0 https://milestoneresearch.in/JOURNALS/index.php/IJCLI/article/view/145 Mon, 13 May 2024 00:00:00 +0000 A Comprehensive Study on Small Office/Home Office (SOHO) Networks https://milestoneresearch.in/JOURNALS/index.php/IJCLI/article/view/146 <div><span lang="EN-GB">The rapid integration of technology into our daily lives has catalysed the evolution of Small Office/Home Office (SOHO) networks. This paper presents a comprehensive exploration of SOHO networks, covering architecture, networking devices, security considerations, applications, challenges, and solutions. By conducting a survey of existing literature and analysing related work, we aim to contribute to a nuanced understanding of SOHO networks</span></div> Amitesh Kumar Singh, Shishir Shastry B H, Chetan V K, Tejas H S, Naveen Chandra Gowda Copyright (c) 2024 Amitesh Kumar Singh, Shishir Shastry B H, Chetan V K, Tejas H S, Naveen Chandra Gowda https://creativecommons.org/licenses/by-nc-nd/4.0 https://milestoneresearch.in/JOURNALS/index.php/IJCLI/article/view/146 Mon, 13 May 2024 00:00:00 +0000