Deployment Challenges of Industrial Intrusion Detection Systems

arXiv:2403.01809v1 Announce Type: new
Abstract: With the escalating threats posed by cyberattacks on Industrial Control Systems (ICSs), the development of customized Industrial Intrusion Detection Systems (IIDSs) received significant attention in research. While existing literature proposes effective IIDS solutions evaluated in controlled environments, their deployment in real-world industrial settings poses several challenges. This paper highlights two critical yet often overlooked aspects that significantly impact their practical deployment, i.e., the need for sufficient amounts of data to train the IIDS models and …

arxiv attention challenges control control systems cs.cr cyberattacks deployment detection development environments industrial industrial control industrial control systems intrusion intrusion detection literature real research settings solutions systems threats world