Journal Issues & Published Articles

Adaptive Transformer Models for Real-Time Threat Detection in Distributed Cloud Architectures

Authors: Prof. Dr. Christopher Hayes, Dr. Viktor Neumann

Abstract: Securing enterprise multi-cloud environments against zero-day DDoS attacks requires low-latency anomaly detection algorithms. This paper introduces an optimized lightweight transformer model deployed at edge gateways, achieving a 99.4% intrusion detection rate with less than 3.2ms latency.