Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Improving SIEM for Critical SCADA Water Infrastructures Using Machine
  Learning   Network Control Systems (NAC) have been used in many industrial processes.
They aim to reduce the human factor burden and efficiently handle the complex
process and communication of those systems. Supervisory control and data
acquisition (SCADA) systems are used in industrial, infrastructure and facility
processes (e.g. manufacturing, fabrication, oil and water pipelines, building
ventilation, etc.) Like other Internet of Things (IoT) implementations, SCADA
systems are vulnerable to cyber-attacks, therefore, a robust anomaly detection
is a major requirement. However, having an accurate anomaly detection system is
not an easy task, due to the difficulty to differentiate between cyber-attacks
and system internal failures (e.g. hardware failures). In this paper, we
present a model that detects anomaly events in a water system controlled by
SCADA. Six Machine Learning techniques have been used in building and
evaluating the model. The model classifies different anomaly events including
hardware failures (e.g. sensor failures), sabotage and cyber-attacks (e.g. DoS
and Spoofing). Unlike other detection systems, our proposed work focuses on
notifying the operator when an anomaly occurs with a probability of the event
occurring. This additional information helps in accelerating the mitigation
process. The model is trained and tested using a real-world dataset.

15
The categories of this paper are: nucl-ex
10
The categories of this paper are: q-bio
11
The categories of this paper are: hep-lat
32
The categories of this paper are: atom-ph
31
The categories of this paper are: ao-sci
20
The categories of this paper are: acc-phys
21
The categories of this paper are: adap-org
19
The categories of this paper are: eess
14
The categories of this paper are: math-ph
12
The categories of this paper are: nucl-th
17
The categories of this paper are: q-fin
27
The categories of this paper are: comp-gas
4
The categories of this paper are: cond-mat
16
The categories of this paper are: stat
13
The categories of this paper are: quant-ph
0
The categories of this paper are: hep-ph