Please use this identifier to cite or link to this item:
https://doi.org/10.21256/zhaw-3153
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DC Field | Value | Language |
---|---|---|
dc.contributor.author | Tellenbach, Bernhard | - |
dc.contributor.author | Rennhard, Marc | - |
dc.contributor.author | Schweizer, Remo | - |
dc.date.accessioned | 2019-06-28T13:38:02Z | - |
dc.date.available | 2019-06-28T13:38:02Z | - |
dc.date.issued | 2019 | - |
dc.identifier.isbn | 978-3-030-11820-4 | de_CH |
dc.identifier.isbn | 978-3-030-11821-1 | de_CH |
dc.identifier.uri | https://digitalcollection.zhaw.ch/handle/11475/17364 | - |
dc.description.abstract | In this chapter, we present a brief overview of important topics regarding the connection of data science and security. In the first part, we focus on the security of data science and discuss a selection of security aspects that data scientists should consider to make their services and products more secure. In the second part about security for data science, we switch sides and present some applications where data science plays a critical role in pushing the state-of-the-art in securing information systems. This includes a detailed look at the potential and challenges of applying machine learning to the problem of detecting obfuscated JavaScripts. | de_CH |
dc.language.iso | en | de_CH |
dc.publisher | Springer | de_CH |
dc.relation.ispartof | Applied data science : lessons learned for the data-driven business | de_CH |
dc.rights | Licence according to publishing contract | de_CH |
dc.subject | Information security | de_CH |
dc.subject | Data science | de_CH |
dc.subject.ddc | 005: Computerprogrammierung, Programme und Daten | de_CH |
dc.title | Security of data science and data science for security | de_CH |
dc.type | Buchbeitrag | de_CH |
dcterms.type | Text | de_CH |
zhaw.departement | School of Engineering | de_CH |
zhaw.organisationalunit | Institut für Informatik (InIT) | de_CH |
zhaw.publisher.place | Cham | de_CH |
dc.identifier.doi | 10.1007/978-3-030-11821-1_15 | de_CH |
dc.identifier.doi | 10.21256/zhaw-3153 | - |
zhaw.funding.eu | No | de_CH |
zhaw.originated.zhaw | Yes | de_CH |
zhaw.pages.end | 288 | de_CH |
zhaw.pages.start | 265 | de_CH |
zhaw.parentwork.editor | Braschler, Martin | - |
zhaw.parentwork.editor | Stadelmann, Thilo | - |
zhaw.parentwork.editor | Stockinger, Kurt | - |
zhaw.publication.status | submittedVersion | de_CH |
zhaw.publication.review | Editorial review | de_CH |
zhaw.webfeed | Datalab | de_CH |
zhaw.webfeed | Information Security | de_CH |
Appears in collections: | Publikationen School of Engineering |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
Data Science Security and Security Data Science.pdf | preprint | 369.4 kB | Adobe PDF | View/Open |
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Tellenbach, B., Rennhard, M., & Schweizer, R. (2019). Security of data science and data science for security. In M. Braschler, T. Stadelmann, & K. Stockinger (Eds.), Applied data science : lessons learned for the data-driven business (pp. 265–288). Springer. https://doi.org/10.1007/978-3-030-11821-1_15
Tellenbach, B., Rennhard, M. and Schweizer, R. (2019) ‘Security of data science and data science for security’, in M. Braschler, T. Stadelmann, and K. Stockinger (eds) Applied data science : lessons learned for the data-driven business. Cham: Springer, pp. 265–288. Available at: https://doi.org/10.1007/978-3-030-11821-1_15.
B. Tellenbach, M. Rennhard, and R. Schweizer, “Security of data science and data science for security,” in Applied data science : lessons learned for the data-driven business, M. Braschler, T. Stadelmann, and K. Stockinger, Eds. Cham: Springer, 2019, pp. 265–288. doi: 10.1007/978-3-030-11821-1_15.
TELLENBACH, Bernhard, Marc RENNHARD und Remo SCHWEIZER, 2019. Security of data science and data science for security. In: Martin BRASCHLER, Thilo STADELMANN und Kurt STOCKINGER (Hrsg.), Applied data science : lessons learned for the data-driven business. Cham: Springer. S. 265–288. ISBN 978-3-030-11820-4
Tellenbach, Bernhard, Marc Rennhard, and Remo Schweizer. 2019. “Security of Data Science and Data Science for Security.” In Applied Data Science : Lessons Learned for the Data-Driven Business, edited by Martin Braschler, Thilo Stadelmann, and Kurt Stockinger, 265–88. Cham: Springer. https://doi.org/10.1007/978-3-030-11821-1_15.
Tellenbach, Bernhard, et al. “Security of Data Science and Data Science for Security.” Applied Data Science : Lessons Learned for the Data-Driven Business, edited by Martin Braschler et al., Springer, 2019, pp. 265–88, https://doi.org/10.1007/978-3-030-11821-1_15.
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