TI - Enhancing bidirectional gated recurrent unit with activation mechanism for anomaly classification for network security AU - MADASAMY, N.S. AU - JULIET, A.N.M. AU - RAJAN, P.B. SO - Sigma Journal of Engineering and Natural Sciences 2026;44:388-403. DO - 10.14744/sigma.2026.1988