Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Survey and New Directions for Physics-Based Attack Detection in Control Systems
Show others and affiliations
2016 (English)Report (Other academic)
Abstract [en]

Monitoring the “physics” of control systems to detect attacks is a growing area of research. In its basic form a security monitor creates time-series models of sensor readings for an industrial control system and identifies anomalies in these measurements in order to identify potentially false control commands or false sensor readings. In this paper, we review previous work based on a unified taxonomy that allows us to identify limitations, unexplored challenges, and new solutions. In particular, we propose a new adversary model and a way to compare previous work with a new evaluation metric based on the trade-off between false alarms and the negative impact of undetected attacks. We also show the advantages and disadvantages of three experimental scenarios to test the performance of attacks and defenses: real-world network data captured from a large-scale operational facility, a fully-functional testbed that can be used operationally for water treatment, and a simulation of frequency control in the power grid.

Place, publisher, year, edition, pages
National Institute of Standards and Technology , 2016. , 40 p.
Series
NIST Pubs, 16-010
Keyword [en]
cybersecurity, smart grid, manufacturing, industrial control systems
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-206855DOI: 10.6028/NIST.GCR.16-010OAI: oai:DiVA.org:kth-206855DiVA: diva2:1094164
Funder
Swedish Research Council, 2013-5523Swedish Civil Contingencies Agency, CERCES
Note

QC 20170509

Available from: 2017-05-09 Created: 2017-05-09 Last updated: 2017-05-09Bibliographically approved

Open Access in DiVA

No full text

Other links

Publisher's full texthttps://doi.org/10.6028/NIST.GCR.16-010

Search in DiVA

By author/editor
Sandberg, Henrik
By organisation
Automatic Control
Control Engineering

Search outside of DiVA

GoogleGoogle Scholar

Altmetric score

CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf