Data Integrity attack in Cyber physical systems

- Citation Author(s):
-
Himanshu Goyel (IIT Madras)Shanti Swarup (IIT Madras)
- Submitted by:
- Himanshu Goyel
- Last updated:
- DOI:
- 10.21227/g4th-qz60
- Data Format:
- Categories:
- Keywords:
Abstract
The IEEE 24 bus system is modelled in Digsilent’s Power factory, and normal operating data points are generated under quasi dynamic simulation and N-2 contingencies. An optimization problem to generate false data injection attack vectors are then modelled using MATLAB. This data contains normal, contingency and attack data points for the necessary variables in a power network. The attack data has 5 parts, with each part generated by a different type of attack. A machine learning algorithm can be trained to detect and classify false data injection attacks in a power network using this data.
Instructions:
The AC attack dataset is generated to spoof the state estimator present at the control centre.
Thank you