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This work is partially supported by AFOSR DDDAS
award # FA9550-12-1-0241, and NSF awards IIP-
0758579, DUE-1303362 and SES-1314631.
Securing Smart Grids and Buildings Infrastructures and Services
Jesus Horacio Pacheco Ramirez, Bilal Al Baalbaki, Jin Bai, Zhiwen Pan, Youssif Al Nashif and Salim Hariri
http://acl.ece.arizona.edu/projects/current/aimsg/index.html
Problem
ZigBee
BACnet
Solution
Controller
Sensors
Devices
Observer
Outputs
Control Station 2
Control Station 1
• The development of Smart Grids is strongly linked to the
utilization of technology that has the capability of enhancing
system performance, reduce costs, and introduce new
services by interconnecting (e.g. ZigBee, Wi-Fi, DNP3,
BACNET) with internet (IoT). The problem arises when the
system is directly exposed to attacks. Our goal is to build an
effective intrusion detection system that can proactively
detect anomalous actions generated by malicious devices
from inside or outside networks.
Xbee Arduino
RF
RF
USB/Serial Output
Controller
PC
Controller
Xbee PRO
DNP3
Operator
Workstation
Observer & Intrusion Detection System
Attacker
BACnet-IP To MSTP Router
BACnet-Controller
BACnet Sensors
BACnet Field
Devices
Ethernet RS-485
To automate any software module or resource, we
add two software modules: Observer and Controller
• The Observer is used for sensing and analyzing
the current state of managed system and predict its
behavior.
• The controller executes recommended actions to
keep the managed system operating normally (self-
manage).
Utility AMI Network
AMI Meter
IN OUT
BACnet