TY - GEN
T1 - Framework for Detecting Control Command Injection Attacks on Industrial Control Systems (ICS)
AU - Rasapour, Farhad
AU - Serra, Edoardo
AU - Mehrpouyan, H.
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/11
Y1 - 2019/11
N2 - This paper focuses on the design and development of attack models on the sensory channels and an Intrusion Detection system (IDS) to protect the system from these types of attacks. The encoding/decoding formulas are defined to inject a bit of data into the sensory channel. In addition, a signal sampling technique is utilized for feature extraction. Further, an IDS framework is proposed to reside on the devices that are connected to the sensory channels to actively monitor the signals for anomaly detection. The results obtained based on our experiments have shown that the one-class SVM paired with Fourier transformation was able to detect new or Zero-day attacks.
AB - This paper focuses on the design and development of attack models on the sensory channels and an Intrusion Detection system (IDS) to protect the system from these types of attacks. The encoding/decoding formulas are defined to inject a bit of data into the sensory channel. In addition, a signal sampling technique is utilized for feature extraction. Further, an IDS framework is proposed to reside on the devices that are connected to the sensory channels to actively monitor the signals for anomaly detection. The results obtained based on our experiments have shown that the one-class SVM paired with Fourier transformation was able to detect new or Zero-day attacks.
KW - Intrusion Detection System
KW - Sensory Channels
KW - Terms Industrial Control Systems
UR - http://www.scopus.com/inward/record.url?scp=85078957937&partnerID=8YFLogxK
U2 - 10.1109/CANDAR.2019.00035
DO - 10.1109/CANDAR.2019.00035
M3 - Conference contribution
AN - SCOPUS:85078957937
T3 - Proceedings - 2019 7th International Symposium on Computing and Networking, CANDAR 2019
SP - 211
EP - 217
BT - Proceedings - 2019 7th International Symposium on Computing and Networking, CANDAR 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 7th International Symposium on Computing and Networking, CANDAR 2019
Y2 - 26 November 2019 through 29 November 2019
ER -