Volume 2 - Issue 2, March - April 2026

The Cyber Analysis Toolkit is a web-based cybersecurity application designed to assist in digital evidence examination and basic threat detection. The increasing number of cyberattacks and digital crimes has created a need for accessible and cost-effective analysis tools that can support preliminary investigation and monitoring activities. This project aims to develop a lightweight toolkit that enables users to upload and analyze files, examine log data, and identify potentially suspicious patterns.The system is developed using Python with frameworks such as Flask and Streamlit to provide both backend processing and an interactive user interface. It incorporates features including secure user authentication, file hashing for integrity verification, log keyword analysis, and structured result presentation. The toolkit follows a modular architecture to ensure scalability and ease of maintenance. The primary objective of this project is to demonstrate practical implementation of cybersecurity and digital forensic concepts in a simplified environment suitable for academic and small-scale use. The system successfully performs file analysis, log inspection, and basic threat identification, thereby serving as an educational tool for understanding cyber investigation techniques. Future enhancements may include integration with advanced threat intelligence systems and real-time intrusion detection mechanisms.

Ms.M.Sri Soundharya, Venu Prasath S, Nareshkanna K, "Cyber Analysis Toolkit" International Journal of Advanced Multidisciplinary Research and Educational Development, V2(2): Page(119-122) Mar-Apr 2026. ISSN: 3107-6513. www.ijamred.com. Published by Scientific and Academic Research Publishing.