Thakker, A., More, A. and Kumar, K. 2025. Automated Defense Against Application-Layer Attacks on Windows Systems Using Wazuh and Shuffle. International Journal of Education, Science, Technology, and Engineering (IJESTE). 8, 1 (Jun. 2025), 45-57. DOI:https://doi.org/10.36079/lamintang.ijeste-0801.842.