Amit kumar

A Deep Learning Framework Integrating CNN-GRU Architectures for Real-Time DDoS Detection in Multi-Cloud Enterprise Environments

A hybrid deep learning framework that integrates one-dimensional Convolutional Neural Networks (CNN) with Gated Recurrent Units (GRU) for accurate, real-time DDoS detection across multi-cloud enterprise environments and is suitable for production-grade, low-latency mitigation pipelines spanning AWS, Microsoft Azure and Google Cloud.