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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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Présentation

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Publications

A blockchain-based framework for circular end-of-life vehicle processing

Rima Grati , Faiza Loukil , Khouloud Boukadi , Mourad Abed

Cluster Computing, 2023, ⟨10.1007/s10586-023-03981-4⟩

Article dans une revue hal-03983693v1

Privacy and Security in Federated Learning: A Survey

Rémi Gosselin , Loïc Vieu , Faiza Loukil , A Benoit

Applied Sciences, 2022

Article dans une revue hal-03794100v1
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Privacy-Preserving IoT Data Aggregation Based on Blockchain and Homomorphic Encryption

Faiza Loukil , Chirine Ghedira-Guegan , Khouloud Boukadi , Aïcha-Nabila Benharkat

Sensors, 2021, 21 (7), pp.2452. ⟨10.3390/s21072452⟩

Article dans une revue hal-03195937v1

Decentralized Collaborative Business Process Execution Using Blockchain

Faiza Loukil , Khouloud Boukadi , Mourad Abed , Chirine Ghedira-Guegan

World Wide Web, 2021, 24 (5), pp.1645-1663. ⟨10.1007/s11280-021-00901-7⟩

Article dans une revue hal-03250846v1

Blockchain Smart Contracts: Applications, Challenges, and Future Trends

Shafaq Naheed Khan , Faiza Loukil , Chirine Ghedira-Guegan , Elhadj Benkhelifa , Anoud Bani Hani

Peer-to-Peer Networking and Applications, 2021, pp.2901-2925. ⟨10.1007/s12083-021-01127-0⟩

Article dans une revue hal-03195972v1

Blockchain adoption in education: a systematic literature review

Faiza Loukil , Mourad Abed , Khouloud Boukadi

Education and Information Technologies, 2021, 26 (5), pp.5779 - 5797. ⟨10.1007/s10639-021-10481-8⟩

Article dans une revue hal-03216066v1
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CioSy: A Collaborative Blockchain-Based Insurance System

Faiza Loukil , Khouloud Boukadi , Rasheed Hussain , Mourad Abed

Electronics, 2021, 10 (11), pp.1343. ⟨10.3390/electronics10111343⟩

Article dans une revue hal-03249446v1
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Data Privacy Based on IoT Device Behavior Control Using Blockchain

Faiza Loukil , Chirine Ghedira-Guegan , Khouloud Boukadi , Aïcha-Nabila Benharkat , Elhadj Benkhelifa

ACM Transactions on Internet Technology, 2020, 23, pp.1-20. ⟨10.1145/3434776⟩

Article dans une revue hal-03033486v1
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Enhancing Privacy and Robustness in Federated Learning with Local Data Distribution Invariance and Byzantine-Resilient Aggregation

Bakary Dolo , Faiza Loukil , Khouloud Boukadi , Kavé Salamatian

The 36th IEEE International Symposium on Software Reliability Engineering (ISSRE 2025), Oct 2025, São Paulo, Brazil

Communication dans un congrès hal-05311317v1
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A Federated Learning Framework for Wind Power Forecasting

Faiza Loukil , Youssef El-Kouch , Hervé Verjus , Flavien Vernier

IEEE 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-05147421v1
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Méthodologie de comparaison des pilotages conventionnel et par apprentissage profond en sous-station de réseaux de chaleur urbains

Faiza Loukil , Lamia Berrah , Florine Giraud , Mickaël Bettinelli , Alexandre Benoit et al.

Congrès Français de Thermique SFT 2025, Société Française de Thermique, Jun 2025, Chambéry, France. ⟨10.25855/SFT2025-108⟩

Communication dans un congrès hal-05133159v1
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LLM-centric pipeline for information extraction from invoices

Faiza Loukil , Sarah Cadereau , Hervé Verjus , Mattéo Galfré , Kavé Salamatian et al.

International Conference on Foundation and Large Language Models (FLLM2024), Nov 2024, Dubai, United Arab Emirates

Communication dans un congrès hal-04772570v1
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Machine Learning for Text Anomaly Detection: A Systematic Review

Karima Boutalbi , Faiza Loukil , David Telisson , Kavé Salamatian , Hervé Verjus

The 5th IEEE International Workshop on Deep Analysis of Data-Driven Applications, Jun 2023, Turin, Italy

Communication dans un congrès hal-04130252v1
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A Clustering Approach Combining Lines and Text Detection for Table Extraction

Karima Boutalbi , Visar Sylejmani , Pierre Dardouillet , Olivier Le Van , Kave Salamatian et al.

VINALDO: 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-04169863v1

Data Distribution Impact on Preserving Privacy in Centralized and Decentralized Learning

Bakary Dolo , Faiza Loukil , Khouloud Boukadi

37th 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-04144643v1

BELONG: Blockchain basEd pLatform fOr donation \& social project fuNdinG

Emna Feki , Khouloud Boukadi , Faiza Loukil , Mourad Abed

19th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2022), Dec 2022, Abu Dhabi, United Arab Emirates

Communication dans un congrès hal-03822576v1

Early Detection of Diabetes Mellitus Using Differentially Private SGD in Federated Learning

Bakary Dolo , Faiza Loukil , Khouloud Boukadi

19th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2022), Dec 2022, Abu Dhabi, United Arab Emirates

Communication dans un congrès hal-03822568v1
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PATRIoT: A data sharing platform for IoT using a service-oriented approach based on Blockchain

Faiza Loukil , Chirine Ghedira-Guegan , Aïcha-Nabila Benharkat

18th 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⟩

Communication dans un congrès hal-03033460v1
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LIoPY: A legal compliant ontology to preserve privacy for the Internet of Things

Faiza Loukil , Chirine Ghedira , Khouloud Boukadi , Aïcha-Nabila Benharkat

2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC), Jul 2018, Tokyo, Japan. ⟨10.1109/COMPSAC.2018.10322⟩

Communication dans un congrès hal-01825750v1
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Semantic IoT Gateway: Towards Automated Generation of Privacy-Preserving Smart Contracts in the Internet of Things

Faiza Loukil , Chirine Ghedira-Guegan , Khouloud Boukadi , Benharkat Aïcha-Nabila

26th 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-01871490v1
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Towards an end-to-end IoT data privacy-preserving framework using blockchain technology

Faiza Loukil , Chirine Ghedira , Khouloud Boukadi , Benharkat Aïcha-Nabila

19th 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-01871493v1
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AntiPattren-based cloud ontology evaluation

Faiza Loukil , Molka Rekik , Khouloud Boukadi

2016 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-01597874v1
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Privacy-Aware in the IoT Applications: A Systematic Literature Review

Faiza Loukil , Chirine Ghedira , Benharkat Aïcha-Nabila , Khouloud Boukadi , Zakaria Maamar

International 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-01630125v1
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Bias mitigation for collaborative and ethical learning on dynamic data

Lynda Ferraguig , Alexandre Benoit , Faiza Loukil , Mickaël Bettinelli

Symposium on Intelligent Data Analysis (IDA 2023), Apr 2023, Louvain-la-Neuve,, Belgium

Poster de conférence hal-04106967v1
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A Path Towards Fair and Equitable AI Advancing Bias Mitigation in Federated Learning

Ferraguig Lynda , A Benoit , Faiza Loukil , Mickaël Bettinelli , Christophe Lin-Kwong-Chon

The 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-04158784v1
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Towards a new data privacy-based approach for IoT

Faiza Loukil

Cryptography and Security [cs.CR]. Université Jean Moulin Lyon 3, 2019. English. ⟨NNT : ⟩

Thèse tel-02496151v1