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Jérémie Guiochet
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Documents
Identifiants chercheurs
- jeremie-guiochet
- 0000-0002-1285-8974
- Google Scholar : https://scholar.google.fr/citations?user=yxa9u84AAAAJ&hl=fr&oi=ao
- IdRef : 074324012
Présentation
Jérémie Guiochet is professor in computer science at University of Toulouse. His research activities take place at LAAS-CNRS. He received an Engineer degree in electronics and computer sciences at ENSEIRB, and a Ph.D. in 2003 from the INSA, Toulouse, France. He provides courses in Computer Science, Industrial Computing, Dependabilty and Risk Management. His research work is conducted in the LAAS-CNRS in the dependable computing and fault tolerance group (TSF) and relates to safety assessment, fault removal and tolerance in safety critical autonomous systems.
<http://homepages.laas.fr/guiochet/>
#### Risk analysis and safety argumentation for autonomous systems
We investigate which system behavior models and human-system interaction models are appropriate for early risk analysis of autonomously-adapting systems (mostly robotics system). We particularly focus on modeling languages like UML associated with risk analysis methods.
See [HAZOP-UML](https://www.laas.fr/projects/HAZOPUML/) page.
We also also investigate how uncertainties could be modeled and managed in a develomment process or an safety argumentation (safety case), integrating formal probabilistic models as Markov and Bayesian networks, or belief theory.
Other LAAS researchers :[Mohamed Kaaniche](http://homepages.laas.fr/kaaniche/), [David Powell](http://homepages.laas.fr/dpowell/), [Gilles Motet](http://homepages.laas.fr/gmotet)
#### Defenses and tests for autonomous systems
The counterpart of autonomous adaptation is the confidence that can be placed on the underlying mechanisms. In particular:
a) what defenses can be provided as countermeasures against the threats introduced by autonomous adaptation? Our research on this theme focus on the safety of autonomous robot systems based on the use of safety monitors.
See [SMOF](https://www.laas.fr/projects/smof) page.
b) how to perform tests of autonomous systems, considering the infinate entry set, and that running hazardous scenarios is not possible ? We develop a method based on testing autonomous system in virtual words.
Other LAAS researchers: [Hélène Waeselynck](http://homepages.laas.fr/waeselyn/), [David Powell](http://homepages.laas.fr/dpowell/), [Marc-Olivier Killijian](http://homepages.laas.fr/mkilliji/index.html), [Jean Arlat](http://homepages.laas.fr/arlat/), [Matthieu Roy](http://homepages.laas.fr/mroy/), [Felix Ingrand](http://homepages.laas.fr/felix), [Simon Lacroix](http://homepages.laas.fr/lacroix)
#### Geo-Privacy risk analysis
Specific methods and risk criteria should be developped to analyse risks in the geoprivacy domain. We particularly focus on methods for integrating quantitative estimation (coming from provable security) to qualitative analysis.
Other LAAS researchers :[Marc-Olivier Killijian](http://homepages.laas.fr/mkilliji/index.html)
Publications
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Confidence assessment in safety argument structure - Quantitative vs. qualitative approachesInternational Journal of Approximate Reasoning, 2024, 165, pp.109100. ⟨10.1016/j.ijar.2023.109100⟩
Article dans une revue
hal-04342922v1
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Uncertainty Elicitation and Propagation in GSN Models of Assurance Cases41st International Conference on Computer Safety, Reliability and Security (SAFECOMP 2022), Sep 2022, Munich, Germany. pp.1-14, ⟨10.1007/978-3-031-14835-4_8⟩
Communication dans un congrès
hal-03704505v1
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A qualitative counterpart of belief functions with application to uncertainty propagation in safety cases7th International Conference on Belief Functions (BELIEF 2022), Oct 2022, Paris, France. ⟨10.1007/978-3-031-17801-6_22⟩
Communication dans un congrès
hal-03709837v1
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Quantifying confidence of safety cases with belief functions6th International Conference on Belief Functions (BELIEF 2021), Oct 2021, Shanghai, China. ⟨10.1007/978-3-030-88601-1_27⟩
Communication dans un congrès
hal-03366274v1
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Belief functions for safety arguments confidence estimation : A comparative study14th International Conference on Scalable Uncertainty Management (SUM 2020), Research Centre on Knowledge and Data (KRDB); Free University of Bozen-Bolzano, Sep 2020, Bolzano, Italy. pp.1-15, ⟨10.1007/978-3-030-58449-8_10⟩
Communication dans un congrès
hal-02900485v1
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