Swetha V, Divyashree S, Deepti N N, and Roopa R, “A Hybrid CNN–BiGRU Deep Learning Model for DDoS Attack Detection in Cybersecurity”, IJCISIM, vol. 18, no. 21s, pp. 1003–1021, Sep. 2026.