Rukmani Devi, S. 2026. A Machine Learning–Based Framework for Enhancing VPN Anonymity Against Traffic Analysis Attacks. Shanlax International Journal of Management. 13, S1-i2-Feb (Feb. 2026), 99-107. DOI:https://doi.org/10.34293/management.v13iS1-i2-Feb.10395.