PsD-DRT-19-0071
Research Field | Computer science and software
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Domaine-S | Mathematics - Numerical analysis - Simulation
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Theme | Engineering sciences
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Theme-S | Engineering sciences
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Domaine | Computer science and software
Engineering sciences
Mathematics - Numerical analysis - Simulation
Engineering sciences
DRT
DACLE
SCSN
LIALP-LETI
Grenoble
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Title | Detection of cyber-attacks in a smart multi-sensor embedded system for soil monitoring
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Abstract | The post-doc is concerned with the application of machine learning methods to detect potential cyber-security attacks on a connected multi-sensor system. The application domain is the agriculture, where CEA Leti has several projects, among which the H2020 project SARMENTI (Smart multi-sensor embedded and secure system for soil nutrient and gaseous emission monitoring). The objective of SARMENTI is to develop and validate a secure, low power multisensor systems connected to the cloud to make in situ soil nutrients analysis and to provide decision support to the farmers by monitoring soil fertility in real-time. Within this topic, the postdoc is concerned with the cyber-security analysis to determine main risks in our multi-sensor case and with the investigation of a attack detection module. The underlying detection algorithm will be based on anomaly detection, e.g., one-class classifier. The work has tree parts, implement the probes that monitor selected events, the communication infrastructure that connects the probes with the detector, and the detector itself.
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Location | Département Architectures Conception et Logiciels Embarqués (LIST-LETI)
Service Calcul et Systèmes Numériques
Laboratoire Infrastructure et Ateliers Logiciels pour Puces
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Pcontact | MOLNOS
Anca
CEA
DRT/DSCIN/DSCIN/LIIM
17 Rue de Martyrs, 38054, Grenoble, France
0438780460
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Start date | 1/4/2019 |
Contact person | anca.molnos@cea.fr
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