Faiza LOUKIL
- Laboratoire d'Informatique, Systèmes, Traitement de l'Information et de la Connaissance (LISTIC)
Présentation
Publications
Publications
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Enhancing Privacy and Robustness in Federated Learning with Local Data Distribution Invariance and Byzantine-Resilient AggregationThe 36th IEEE International Symposium on Software Reliability Engineering (ISSRE 2025), Oct 2025, São Paulo, Brazil |
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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 |
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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⟩ |
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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 |
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Machine Learning for Text Anomaly Detection: A Systematic ReviewThe 5th IEEE International Workshop on Deep Analysis of Data-Driven Applications, Jun 2023, Turin, Italy |
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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 |
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⟩ |
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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 |
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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 |
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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. pp.121-129, ⟨10.1007/978-3-030-65310-1_10⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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 |
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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⟩ |
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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 : ⟩ |