1Dr. A. Tirupatiah,2Ravuri Hiranmai,3Velpuri Pavithra,4Shaik Adam Shafi. “AbusoGAN: GAN-Based AI System for Detecting Abuse, Unlawful Activities, and Suspicious Behavior in Surveillance Video Streams for Security Applications”. International Journal of Data Science and IoT Management System, vol. 5, no. 2(2), June 2026, pp. 1153-8, https://doi.org/10.64751/.