Work

Framework for SCADA cyber-attack dataset creation

Year: 2016

Type: conference-paper

Abstract: Cyber-security research and development for SCADA is being inhibited by the lack of available SCADA attack datasets. This paper presents a modular dataset generation framework for SCADA cyber-attacks, to aid the development of attack datasets. The presented framework is based on requirements derived from related prior research, and is applicable to any standardised or proprietary SCADA protocol. We instantiate our framework and validate the requirements using a Python implementation. This paper provides experiments of the framework's usage on a state-of-the-art DNP3 critical infrastructure test-bed, thus proving framework's ability to generate SCADA cyber-attack datasets.

Source: Australasian Computer Science Week Multiconference (ACSW)

DOI: 10.1145/3014812.3014883

Authors: Nicholas R. Rodofile, Kenneth Radke, Ernest Foo

Institution: Queensland University of Technology

Language: English

Topic: Smart Grid Security and Resilience

Subfield: Control and Systems Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: green

Funder: Australian Research Council

Award: Practical cyber security for next generation power transmission networks