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Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern Problems Require Modern Solutions: Hybrid Concepts for Industrial Intrusion Detection Simon D. Duque Antón, Mathias Strufe, Hans Dieter Schotten 24. VDE/ITG Fachtagung Mobilkommunikation 2019 @ Osnabrück

Modern Problems Require Modern Solutions: Hybrid Concepts for … · Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern

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Page 1: Modern Problems Require Modern Solutions: Hybrid Concepts for … · Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern

Deutsches Forschungszentrum für Künstliche Intelligenz

German Research Center for Artificial Intelligence

Modern Problems Require Modern Solutions:

Hybrid Concepts for Industrial Intrusion Detection

Simon D. Duque Antón, Mathias Strufe, Hans Dieter Schotten

24. VDE/ITG Fachtagung Mobilkommunikation 2019

@ Osnabrück

Page 2: Modern Problems Require Modern Solutions: Hybrid Concepts for … · Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern

Industry 4.0

Image source: https://www.kaercher.com/ch/inside-kaercher/newsroom/themenwelten/industrie-4-0.html

AD Example ConclusionIUNO InsecIntroduction

Page 3: Modern Problems Require Modern Solutions: Hybrid Concepts for … · Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern

Communication in Industry 4.0

● IT networks

● IT networks

● Industrial Ethernet, e.g. OPC-UA, Profinet

● Fieldbus, e.g. Modbus, Profibus

● Direct connection, wired

ERP

MES

SCADA

PLC

Sensors/Actuators

AD Example ConclusionIUNO InsecIntroduction

Page 4: Modern Problems Require Modern Solutions: Hybrid Concepts for … · Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern

Attacks on Industry 4.0

Image source: https://www.techrepublic.com/article/industrial-robots-are-more-vulnerable-to-cyberattacks-than-you-think/

AD Example ConclusionIUNO InsecIntroduction

Page 5: Modern Problems Require Modern Solutions: Hybrid Concepts for … · Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern

Security Requirements for Industry 4.0

● No feedback on process

● Compatible to legacy systems

● Understand proprietary protocols

● Work in highly application specific environments

AD Example ConclusionIUNO InsecIntroduction

Page 6: Modern Problems Require Modern Solutions: Hybrid Concepts for … · Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern

Recap: Projekt IUNO

AD Example ConclusionIUNO InsecIntroduction

Customized production

(Secure processes)

Marketplace for technology data

(Secure data)

Remote maintenance platform

(Secure services)

Visual IT security operation center

(Secure networks)

Transfer of knowledge to small and medium-sized

enterprises!

Page 7: Modern Problems Require Modern Solutions: Hybrid Concepts for … · Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern

Enter IUNO Insec

AD Example ConclusionIUNO InsecIntroduction

● Continuation of project IUNO

● Further refinement of previously implemented solutions

● Adaption of solutions to industry needs

● Close cooperation with industrial partners intended

Page 8: Modern Problems Require Modern Solutions: Hybrid Concepts for … · Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern

Topics Addressed

AD Example ConclusionIUNO InsecIntroduction

Page 9: Modern Problems Require Modern Solutions: Hybrid Concepts for … · Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern

Topics Addressed

AD Example ConclusionIUNO InsecIntroduction

Page 10: Modern Problems Require Modern Solutions: Hybrid Concepts for … · Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern

Industrial Intrusion Detection

AD Example ConclusionIUNO InsecIntroduction

Page 11: Modern Problems Require Modern Solutions: Hybrid Concepts for … · Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern

Industrial Intrusion Detection

AD Example ConclusionIUNO InsecIntroduction

Page 12: Modern Problems Require Modern Solutions: Hybrid Concepts for … · Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern

Conclusion and Outlook

● Industry 4.0 requires novel intrusion detection approaches

● Solutions need to be adaptable to legacy systems

● Industrial environments are highly application- and domain-specific

● IUNO Insec aims at providing easy-to-use solutions for SMEs

AD Example ConclusionIUNO InsecIntroduction

Page 13: Modern Problems Require Modern Solutions: Hybrid Concepts for … · Deutsches Forschungszentrum für Künstliche Intelligenz German Research Center for Artificial Intelligence Modern

Thank you!

[email protected]