HYBRIDNET-IDS: AN INNOVATIVE CNN, BILSTM, AND TRANSFORMER FRAMEWORK UTILISING ATTENTION FOR IMPROVED NETWORK INTRUSION DETECTION
The rapid spread of network-connected technologies and the growing complexity of attacks have shown that traditional signature-based intrusion detection systems are not good enough, especially when it comes to finding zero-day attacks and advanced persistent threats. This paper introduces HybridNet-IDS, an augmented de...