SCADS: A Scalable Approach Using Spark in Cloud for Host-based Intrusion Detection System with System Calls. (arXiv:2109.11821v2 [cs.CR] UPDATED)

Web: http://arxiv.org/abs/2109.11821

Following the current big data trend, the scale of real-time system call
traces generated by Linux applications in a contemporary data center may
increase excessively. Due to the deficiency of scalability, it is challenging
for traditional host-based intrusion detection systems deployed on every single
host to collect, maintain, and manipulate those large-scale accumulated system
call traces. It is inflexible to build data mining models on one physical host
that has static computing capability and limited storage capacity. To address
this …

cloud detection host intrusion detection system