A management framework for secure multiparty computation in dynamic environments

Marcel Von Maltitz; Stefan Smarzly; Holger Kinkelin; Georg Carle

doi:10.1109/NOMS.2018.8406322

A management framework for secure multiparty computation in dynamic environments

Marcel Von Maltitz, Stefan Smarzly, Holger Kinkelin, Georg Carle

Informatics 8 - Chair of Network Architectures and Services

Technical University of Munich

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

11 Scopus citations

Abstract

Secure multiparty computation (SMC) is a promising technology for privacy-preserving collaborative computation. In the last years several feasibility studies have shown its practical applicability in different fields. However, it is recognized that administration, and management overhead of SMC solutions are still a problem. A vital next step is the incorporation of SMC in the emerging fields of the Internet of Things and (smart) dynamic environments. In these settings, the properties of these contexts make utilization of SMC even more challenging since some vital premises for its application regarding environmental stability and preliminary configuration are not initially fulfilled. We bridge this gap by providing FlexSMC, a management and orchestration framework for SMC which supports the discovery of nodes, supports a trust establishment between them and realizes robustness of SMC session by handling nodes failures and communication interruptions. The practical evaluation of FlexSMC shows that it enables the application of SMC in dynamic environments with reasonable performance penalties and computation durations allowing soft real-time and interactive use cases.

Original language	English
Title of host publication	IEEE/IFIP Network Operations and Management Symposium
Subtitle of host publication	Cognitive Management in a Cyber World, NOMS 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-7
Number of pages	7
ISBN (Electronic)	9781538634165
DOIs	https://doi.org/10.1109/NOMS.2018.8406322
State	Published - 6 Jul 2018
Event	2018 IEEE/IFIP Network Operations and Management Symposium, NOMS 2018 - Taipei, Taiwan, Province of China Duration: 23 Apr 2018 → 27 Apr 2018

Publication series

Name	IEEE/IFIP Network Operations and Management Symposium: Cognitive Management in a Cyber World, NOMS 2018

Conference

Conference	2018 IEEE/IFIP Network Operations and Management Symposium, NOMS 2018
Country/Territory	Taiwan, Province of China
City	Taipei
Period	23/04/18 → 27/04/18

Keywords

Cryptography
Internet of Things
Orchestration
Privacy
Secure Multiparty Computation

Access to Document

10.1109/NOMS.2018.8406322

Cite this

Von Maltitz, M., Smarzly, S., Kinkelin, H., & Carle, G. (2018). A management framework for secure multiparty computation in dynamic environments. In IEEE/IFIP Network Operations and Management Symposium: Cognitive Management in a Cyber World, NOMS 2018 (pp. 1-7). (IEEE/IFIP Network Operations and Management Symposium: Cognitive Management in a Cyber World, NOMS 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/NOMS.2018.8406322

Von Maltitz, Marcel ; Smarzly, Stefan ; Kinkelin, Holger et al. / A management framework for secure multiparty computation in dynamic environments. IEEE/IFIP Network Operations and Management Symposium: Cognitive Management in a Cyber World, NOMS 2018. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 1-7 (IEEE/IFIP Network Operations and Management Symposium: Cognitive Management in a Cyber World, NOMS 2018).

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title = "A management framework for secure multiparty computation in dynamic environments",

abstract = "Secure multiparty computation (SMC) is a promising technology for privacy-preserving collaborative computation. In the last years several feasibility studies have shown its practical applicability in different fields. However, it is recognized that administration, and management overhead of SMC solutions are still a problem. A vital next step is the incorporation of SMC in the emerging fields of the Internet of Things and (smart) dynamic environments. In these settings, the properties of these contexts make utilization of SMC even more challenging since some vital premises for its application regarding environmental stability and preliminary configuration are not initially fulfilled. We bridge this gap by providing FlexSMC, a management and orchestration framework for SMC which supports the discovery of nodes, supports a trust establishment between them and realizes robustness of SMC session by handling nodes failures and communication interruptions. The practical evaluation of FlexSMC shows that it enables the application of SMC in dynamic environments with reasonable performance penalties and computation durations allowing soft real-time and interactive use cases.",

keywords = "Cryptography, Internet of Things, Orchestration, Privacy, Secure Multiparty Computation",

author = "{Von Maltitz}, Marcel and Stefan Smarzly and Holger Kinkelin and Georg Carle",

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Von Maltitz, M, Smarzly, S, Kinkelin, H & Carle, G 2018, A management framework for secure multiparty computation in dynamic environments. in IEEE/IFIP Network Operations and Management Symposium: Cognitive Management in a Cyber World, NOMS 2018. IEEE/IFIP Network Operations and Management Symposium: Cognitive Management in a Cyber World, NOMS 2018, Institute of Electrical and Electronics Engineers Inc., pp. 1-7, 2018 IEEE/IFIP Network Operations and Management Symposium, NOMS 2018, Taipei, Taiwan, Province of China, 23/04/18. https://doi.org/10.1109/NOMS.2018.8406322

A management framework for secure multiparty computation in dynamic environments. / Von Maltitz, Marcel; Smarzly, Stefan; Kinkelin, Holger et al.
IEEE/IFIP Network Operations and Management Symposium: Cognitive Management in a Cyber World, NOMS 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 1-7 (IEEE/IFIP Network Operations and Management Symposium: Cognitive Management in a Cyber World, NOMS 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - Secure multiparty computation (SMC) is a promising technology for privacy-preserving collaborative computation. In the last years several feasibility studies have shown its practical applicability in different fields. However, it is recognized that administration, and management overhead of SMC solutions are still a problem. A vital next step is the incorporation of SMC in the emerging fields of the Internet of Things and (smart) dynamic environments. In these settings, the properties of these contexts make utilization of SMC even more challenging since some vital premises for its application regarding environmental stability and preliminary configuration are not initially fulfilled. We bridge this gap by providing FlexSMC, a management and orchestration framework for SMC which supports the discovery of nodes, supports a trust establishment between them and realizes robustness of SMC session by handling nodes failures and communication interruptions. The practical evaluation of FlexSMC shows that it enables the application of SMC in dynamic environments with reasonable performance penalties and computation durations allowing soft real-time and interactive use cases.

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Von Maltitz M, Smarzly S, Kinkelin H, Carle G. A management framework for secure multiparty computation in dynamic environments. In IEEE/IFIP Network Operations and Management Symposium: Cognitive Management in a Cyber World, NOMS 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 1-7. (IEEE/IFIP Network Operations and Management Symposium: Cognitive Management in a Cyber World, NOMS 2018). doi: 10.1109/NOMS.2018.8406322

A management framework for secure multiparty computation in dynamic environments

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Keywords

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