مؤتمر
Real-time driver behaviour characterization through rule-based machine learning
| العنوان: | Real-time driver behaviour characterization through rule-based machine learning |
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| المؤلفون: | Martinelli, Fabio, Mercaldo, Francesco, Nardone, Vittoria, Santone, Antonella, Vaglini, Gigliola |
| المساهمون: | SAFECOMP 2018, Martinelli, Fabio, Mercaldo, Francesco, Nardone, Vittoria, Santone, Antonella, Vaglini, Gigliola |
| بيانات النشر: | Springer Verlag |
| سنة النشر: | 2018 |
| المجموعة: | Università degli Studi del Molise: IRIS |
| مصطلحات موضوعية: | Authentication, Automotive, Machine learning, Privacy, Theoretical Computer Science, Computer Science (all) |
| الوصف: | Modern car-embedded technologies enabled car thieves to perform new ways to steal cars. In order to avoid auto-theft attacks, in this paper we propose a machine learning based method to silently and continuously profile the driver by analyzing built-in vehicle sensors. The proposed method exploits rule-based machine learning with the aim to discriminate between the car owner and impostors. Furthermore, we discuss how the rules generated by the rule-based algorithm can be adopted in order to discriminate between different driving styles. |
| نوع الوثيقة: | conference object |
| اللغة: | English |
| العلاقة: | info:eu-repo/semantics/altIdentifier/isbn/9783319992280; info:eu-repo/semantics/altIdentifier/wos/WOS:000458807000032; ispartofbook:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Workshops: ASSURE, DECSoS, SASSUR, STRIVE, and WAISE 2018 co-located with 37th International Conference on Computer Safety, Reliability and Security, SAFECOMP 2018; volume:11094; firstpage:374; lastpage:386; numberofpages:13; journal:LECTURE NOTES IN ARTIFICIAL INTELLIGENCE; http://hdl.handle.net/11695/82740Test; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85053879502; https://www.springer.com/series/558Test |
| DOI: | 10.1007/978-3-319-99229-7_32 |
| الإتاحة: | https://doi.org/10.1007/978-3-319-99229-7_32Test http://hdl.handle.net/11695/82740Test https://www.springer.com/series/558Test |
| رقم الانضمام: | edsbas.49E18A0 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1007/978-3-319-99229-7_32 |
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