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Zero-Interaction Security-Towards Sound Experimental Validation

Fomichev, Mikhail ; Maass, Max ; Hollick, Matthias (2021):
Zero-Interaction Security-Towards Sound Experimental Validation. (Postprint)
In: GetMobile: Mobile Computing and Communications, 23 (2), Association for Computing Machinery (ACM), ISSN 2375-0529, e-ISSN 2375-0537,
DOI: 10.26083/tuprints-00018518,
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Item Type: Article
Origin: Secondary publication service
Status: Postprint
Title: Zero-Interaction Security-Towards Sound Experimental Validation
Language: English
Abstract:

Reproducibility and realistic datasets are crucial for advancing research. Unfortunately, they are often neglected as valid scientific contributions in many young disciplines, with computer science being no exception. In this article, we show the challenges encountered when reproducing the work of others, collecting realistic data in the wild, and ensuring that our own work is reproducible in turn. The presented findings are based on our study investigating the limits of zero-interaction security (ZIS)- a novel concept, leveraging sensor data collected by Internet of Things (IoT) devices to pair or authenticate devices. In particular, we share our experiences in reproducing five state-of-the-art ZIS schemes, collecting a comprehensive dataset of sensor data from the real world, evaluating these schemes on the collected data, and releasing the data, code, and documentation to facilitate reproducibility of our results.

Journal or Publication Title: GetMobile: Mobile Computing and Communications
Journal volume: 23
Number: 2
Publisher: Association for Computing Machinery (ACM)
Collation: 11 ungezählte Seiten
Classification DDC: 000 Allgemeines, Informatik, Informationswissenschaft > 004 Informatik
Divisions: 20 Department of Computer Science > Sichere Mobile Netze
DFG-Graduiertenkollegs > Research Training Group 2050 Privacy and Trust for Mobile Users
Profile Areas > Cybersecurity (CYSEC)
DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres > CRC 1053: MAKI – Multi-Mechanisms Adaptation for the Future Internet > A: Construction Methodology > Subproject A3: Migration
DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres > CRC 1119: CROSSING – Cryptography-Based Security Solutions: Enabling Trust in New and Next Generation Computing Environments
Date Deposited: 22 Jun 2021 13:33
Last Modified: 22 Jun 2021 13:33
DOI: 10.26083/tuprints-00018518
Corresponding Links:
URN: urn:nbn:de:tuda-tuprints-185186
URI: https://tuprints.ulb.tu-darmstadt.de/id/eprint/18518
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