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Faiza LOUKIL
Faiza LOUKIL est MCF en informatique à l'IAE Savoie Mont Blanc et membre du laboratoire LISTIC. Ses recherches portent sur la protection de la vie privée, l'apprentissage fédéré et la technologie blockchain. En 2019, elle a obtenu un doctorat en informatique au laboratoire LIRIS de l'Université de Lyon.
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Documents
Affiliation actuelle
- Laboratoire d'Informatique, Systèmes, Traitement de l'Information et de la Connaissance (LISTIC)
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Publications
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A Federated Learning Framework for Wind Power ForecastingIEEE International Conference on Distributed Computing Systems (ICDCS) Workshop on Federated Learning for Web Technologies (FL4WEB), Jul 2025, Glasgow, United Kingdom
Communication dans un congrès
hal-05147421
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Méthodologie de comparaison des pilotages conventionnel et par apprentissage profond en sous-station de réseaux de chaleur urbainsCongrès Français de Thermique SFT 2025, Société Française de Thermique, Jun 2025, Chambéry, France. ⟨10.25855/SFT2025-108⟩
Communication dans un congrès
hal-05133159
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LLM-centric pipeline for information extraction from invoicesInternational Conference on Foundation and Large Language Models (FLLM2024), Nov 2024, Dubai, United Arab Emirates
Communication dans un congrès
hal-04772570
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Data Distribution Impact on Preserving Privacy in Centralized and Decentralized Learning37th Annual IFIP WG 11.3 Conference on Data and Applications Security and Privacy (DBSec'23), Jul 2023, Sophia Antipolis, France. pp.153-164, ⟨10.1007/978-3-031-37586-6_10⟩
Communication dans un congrès
hal-04144643
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A Clustering Approach Combining Lines and Text Detection for Table ExtractionVINALDO: Machine vision and NLP for Document Analysis : 1st International Workshop, in conjunction with ICDAR 2023, Aug 2023, San José, California, United States
Communication dans un congrès
hal-04169863
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BELONG: Blockchain basEd pLatform fOr donation \& social project fuNdinG19th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2022), Dec 2022, Abu Dhabi, United Arab Emirates
Communication dans un congrès
hal-03822576
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Early Detection of Diabetes Mellitus Using Differentially Private SGD in Federated Learning19th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2022), Dec 2022, Abu Dhabi, United Arab Emirates
Communication dans un congrès
hal-03822568
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PATRIoT: A data sharing platform for IoT using a service-oriented approach based on Blockchain18th edition of the International Conference on Service Oriented Computing (ICSOC 2020), Dec 2020, Dubai, United Arab Emirates. ⟨10.1007/978-3-030-65310-1_10⟩
Communication dans un congrès
hal-03033460
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Semantic IoT Gateway: Towards Automated Generation of Privacy-Preserving Smart Contracts in the Internet of Things26th International Conference on Cooperative Information Systems (CoopIS), Oct 2018, Valletta, Malta. pp.207-225, ⟨10.1007/978-3-030-02610-3_12⟩
Communication dans un congrès
hal-01871490
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Towards an end-to-end IoT data privacy-preserving framework using blockchain technology19th International Conference on Web Information Systems Engineering (WISE), Nov 2018, Dubai, United Arab Emirates. pp.68-78, ⟨10.1007/978-3-030-02922-7_5⟩
Communication dans un congrès
hal-01871493
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LIoPY: A legal compliant ontology to preserve privacy for the Internet of Things2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC), Jul 2018, Tokyo, Japan. ⟨10.1109/COMPSAC.2018.10322⟩
Communication dans un congrès
hal-01825750
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AntiPattren-based cloud ontology evaluation2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA), Nov 2016, Agadir, Morocco. ⟨10.1109/AICCSA.2016.7945776⟩
Communication dans un congrès
hal-01597874
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Privacy-Aware in the IoT Applications: A Systematic Literature ReviewInternational Conference on Cooperative Information Systems (CoopIS) 2017. Proceedings, Part I. Lecture Notes in Computer Science 10573, Springer 2017, ISBN 978-3-319-69461-0, Oct 2017, Rhodes, Greece. pp.552-569, ⟨10.1007/978-3-319-69462-7_35⟩
Communication dans un congrès
hal-01630125
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Bias mitigation for collaborative and ethical learning on dynamic dataSymposium on Intelligent Data Analysis (IDA 2023), Apr 2023, Louvain-la-Neuve,, Belgium
Poster de conférence
hal-04106967
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A Path Towards Fair and Equitable AI Advancing Bias Mitigation in Federated LearningThe IEEE International Symposium on Women in Services Computing (WISC 2023), Jul 2023, Chicago, United States. , ⟨10.13140/RG.2.2.23701.29921⟩
Poster de conférence
hal-04158784
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Towards a new data privacy-based approach for IoTCryptography and Security [cs.CR]. Université Jean Moulin Lyon 3, 2019. English. ⟨NNT : ⟩
Thèse
tel-02496151
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