Swetha V, et al. “A Hybrid CNN–BiGRU Deep Learning Model for DDoS Attack Detection in Cybersecurity”. International Journal of Computer Information Systems and Industrial Management Applications, vol. 18, no. 21s, Sept. 2026, pp. 1003-21, doi:10.70917/ijcisim-2026-5373.