Presentation is loading. Please wait.

Presentation is loading. Please wait.

A Review by Raghu Rangan WPI CS525 September 19, 2012 An Early Warning System Based on Reputation for Energy Control Systems.

Similar presentations


Presentation on theme: "A Review by Raghu Rangan WPI CS525 September 19, 2012 An Early Warning System Based on Reputation for Energy Control Systems."— Presentation transcript:

1 A Review by Raghu Rangan WPI CS525 September 19, 2012 An Early Warning System Based on Reputation for Energy Control Systems

2 Problem/Goal Supervisory Control and Data Acquisition systems are not secure enough Can only detect anomalous events occurring at a certain moment Serious consequences if part of the control and substations are disrupted Propose an intelligent early warning system Capable of preventing anomalous situations And reacting against them on time

3 Early Warning Systems Four main components Detection: sensorial nodes Reaction Information recollection: to store evidence Alarm Management All of the components have to be active Before During After

4 Background Wireless sensor networks Capable of providing all services for EWS Nodes are able to monitor, detect, track and alert Lower installation and maintenance costs compared to remote terminal unit Paper focuses on ISA 100.11a Extension of WirelessHART Offers set of services Reliability of communication Diagnosis Alert and priority management

5 Reputation and Trust Management Trust and reputation systems aid with dealing with uncertainty Knowing the reputation of nodes and their behavior Allows nodes to make suitable decisions Still in the early stage of research Currently for ad-hoc and P2P networks This system will be used for mesh and star networks EWS will use clusters

6 General Architecture

7 Cluster Head Architecture Cluster head In charge of gathering and analyzing reputation values of nodes

8 Pattern Association Takes data from Message Normalization Verifies the nature of the message Checks if the message arrived in a valid time period

9 Reputation Manager Aids in determining which nodes in cluster are not functioning properly Updates reputation value of each node in cluster Provides info on nodes to gateway

10 The Gateway Architecture Analysis of alerts from cluster heads done in ARO Depending on the queue and its priorities Send alert to SCADA Centre Activate operator location component For critical alerts

11 Updating Reputation Given the priority of the alert The reputation of the node is updated Operator determines the priority of the alerts Two cases for updating node reputation If alert priority was as critical as determined Node behaved correctly Reputation increased If alert priority was not as critical as determined Reputation of node decreased

12 Application Case Scenario Test scenario for EWS in smart grid system Five cases identified by cluster heads Explain what the system should do in each case

13 Cluster Head Cases

14 Case Behaviors Case 1 is an alert Pattern association component analyzes and sends to RM Case 2 is a normal message No anomalous readings Stored in cache and sent to aggregation component

15 Case Behaviors Case 3 is an anomalous situation Data is outside the specified boundaries Information forwarded to RM Alert sent out (event_reading_out_threshold) Reputation of nodes updated

16 Case Behaviors Case 4: system is under a replay attack Node is already compromised RM generates alert Case 5: message is lost in the network Low priority alert sent Reputation of nodes not updated

17 Future Implementation The next step is to actually implement this architecture in a simulation Using TinyOS (open source OS for WSN) Expected results Fast response and protection Safety and security Performance Adaptability Auditing and maintenance

18 Discussion

19 Extra: ISA 100.11a Figure from: http://cantwell.co.nz/blog/archives/2011/06/16/wireless-for-industry/


Download ppt "A Review by Raghu Rangan WPI CS525 September 19, 2012 An Early Warning System Based on Reputation for Energy Control Systems."

Similar presentations


Ads by Google