International Journal of Computational Learning & Intelligence

Data Leakage and Detection

Prathik B K — 2024-05-13

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.

Campus Area Network Design Using Cisco Packet Tracer

Meghana S — 2024-05-13

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.

INSTACHAT: Simplifying Connectivity

Pinta Ram M — 2024-05-13

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.

A Comprehensive Study on Small Office/Home Office (SOHO) Networks

Amitesh Kumar Singh — 2024-05-13

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