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”, Int. J. Data. Sci. IoT. Manag. Syst., vol. 5, no. 2(2), pp. 1153–1158, Jun. 2026, doi: 10.64751/.