Review
Open access
Oct 2026
Explainable AI-Driven Zero-Day Malware Detection Using Hybrid Transformer-Graph Networks in Cloud-Native Environments
Cloud-native environments increasingly rely on containers, microservices, Kubernetes orchestration, and automated deployment pipelines, creating complex attack surfaces vulnerable to zero-day malware. Traditional signature-based and isolated machine-learning approaches often fail to detect unknown threats and provide l...
Zerminey Saleem, Muhammad Hanif Hussain Khan, Farhad Ullah et al.
· Journal of Engineering and C... · 0 citations