ISSF: The Intelligent Security Service Framework for Cloud-Native Operation

arXiv:2403.01507v1 Announce Type: new
Abstract: The growing system complexity from microservice architectures and the bilateral enhancement of artificial intelligence (AI) for both attackers and defenders presents increasing security challenges for cloud-native operations. In particular, cloud-native operators require a holistic view of the dynamic security posture for the cloud-native environment from a defense aspect. Additionally, both attackers and defenders can adopt advanced AI technologies. This makes the dynamic interaction and benchmark among different intelligent offense and defense strategies more crucial. Hence, …

architectures artificial artificial intelligence arxiv attackers challenges cloud cloud-native complexity cs.cr defenders dynamic environment framework intelligence microservice operations operators posture security security challenges security posture security service service system