2025. Blockchain Forensics: Detecting and Mitigating Malicious Transactions Through AI and Pattern Analysis. International Journal of Integrative Studies (IJIS). 1, 4 (Jul. 2025), 19–24. DOI:https://doi.org/10.63856/yyd4z987.