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Hamida Seba


Professor

Team(s) GOAL
Institution 
Université Claude Bernard Lyon 1
Location 
Nautibus (Université Lyon1)
Email hamida.seba at liris.cnrs.fr
Professional phone number
0472431765-0474455052
Personal page
http://liris.cnrs.fr/~hseba

Publications (IdHAL : hamida-seba)

Publications LIRIS pour Hamida Seba (91)

  • 2025 (1)
  • 2024 (18)
    • Journals (5)
    • Conferences (9)
      • International conferences with peer review (9)
        •  Ali Yassin, Hocine Cherifi, Hamida Seba & Olivier Togni (2024). "Comparative Analysis of Structural Backbone Extraction Techniques". French Regional Conference on Complex Systems, 31 mai 2024, Montpellier (France). HAL : hal-04553418. .
        •  Mohamed Yacine Touahria Miliani, Souhail Abdelmouaiz Sadat, Mohammed Haddad, Hamida Seba & Karima Amrouche (2024). "Comparing Hyperbolic Graph Embedding models on Anomaly Detection for Cybersecurity". ARES 2024: The 19th International Conference on Availability, Reliability and Security (GRASEC Workshop), 2 août 2024, Vienna Austria (France), pp. 1-11. doi : 10.1145/3664476.3670445. HAL : hal-04688906.
        •  Atmane Ayoub Mansour Bahar, Kamel Soaïd Ferrahi, Mohamed-Lamine Messai, Hamida Seba & Karima Amrouche (2024). "FedHE-Graph: Federated Learning with Hybrid Encryption on Graph Neural Networks for Advanced Persistent Threat Detection". ARES 2024: The 19th International Conference on Availability, Reliability and Security (GRASEC Workshop), 2 août 2024, Vienna Austria (France), pp. 1-10. doi : 10.1145/3664476.3670466. HAL : hal-04688912.
        •  Ali Yassin, Hocine Cherifi, Hamida Seba & Olivier Togni (2024). "Extraction du Backbone du Réseau de Transport Aérien : Une Analyse Comparative". Extraction et Gestion des Connaissances 2024 (EGC 2024), 26 janvier 2024, Dijon (France), pp. 393-400. HAL : hal-04506166. .
        •  Walid Megherbi, Abd Errahmane Kiouche, Mohammed Haddad & Hamida Seba (2024). "Détection d'Attaques Persistantes Avancées par Hachage et Apprentissage sur les graphes en Flux". 24ème conférence francophone sur l'Extraction et la Gestion des Connaissances EGC 2024, 26 janvier 2024, Dijon (France), pp. 179-190. HAL : hal-04456284. .
        •  Clement Aralou, Tobias Rupp Marcel, Samba Ndojh Ndiaye, Mohammed Haddad & Hamida Seba (2024). "Approche hybride basée sur l'apprentissage automatique pour la réduction de graphes". 24ème conférence francophone sur l'Extraction et la Gestion des Connaissances EGC 2024, 26 janvier 2024, Dijon (France), pp. 167-178. HAL : hal-04454820. .
        •  Farouk Damoun, Hamida Seba & Radu State (2024). "Privacy-Preserving Behavioral Anomaly Detection in Dynamic Graphs for Card Transactions". International Conference on Web Information Systems Engineering, 5 décembre 2024, Doha (Qatar), pp. 286-301. doi : 10.1007/978-981-96-0576-7_22. HAL : hal-04896272.
        •  Abderaouf Gacem, Mohammed Haddad & Hamida Seba (2024). "Latent Data Augmentation for Node Classification with Graph Neural Networks". ACS/IEEE 21st International Conference on Computer Systems and Applications, 26 octobre 2024, Sousse (Tunisia). HAL : hal-04820461.
        •  Farouk Damoun, Hamida Seba & Radu State (2024). "Federated Learning-Based Tokenizer for Domain-Specific Language Models in Finance". ASONAM 2024: Advances in Social Networks Analysis and Mining, 5 septembre 2024, Rende (Italy). HAL : hal-04705757.
    • Others (4)
      •  Djameleddine Hamouche, Reda Kadri, Mohamed-Lamine Messai & Hamida Seba (2024). "(POSTER) A Graph Dataset for Security Enforcement in IoT Networks : GRASEC-IoT". 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 1 mai 2024, Abu Dhabi (France). Poster. doi : 10.1109/DCOSS-IoT61029.2024.00118. HAL : hal-04690263.
      •  Abderaouf Gacem, Mohammed Haddad & Hamida Seba (2024). "ESFF-GCN : Module d'échantillonnage pour l'entraînement des réseaux de neurones pour graphe". 24ème conférence francophone sur l'Extraction et la Gestion des Connaissances (EGC 2024), 26 janvier 2024, Dijon (France). Poster. HAL : hal-04456289.
      •  Farouk Damoun, Hamida Seba & Radu State (2024). "Privacy-Preserving Behavioral Anomaly Detection in Dynamic Graphs for Card Transactions". HAL : hal-04707065. .
      •  Farouk Damoun, Hamida Seba, Jean Hilger & Radu State (2024). "Graph-Level Heterogeneous Information Network Embeddings for Cardholder Transaction Analysis". HAL : hal-04706259. .
  • 2023 (14)
    • Journals (4)
      • International journals with peer review (4)
        •  Ikenna Oluigbo, Hamida Seba & Mohammed Haddad (2023). "Identity2Vec: learning mesoscopic structural identity representations via Poisson probability metric". International Journal of Data Science and Analytics. doi : 10.1007/s41060-023-00390-z. HAL : hal-04047450. .
        •  Ali Yassin, Abbas Haidar, Hocine Cherifi, Hamida Seba & Olivier Togni (2023). "An Evaluation Tool for Backbone Extraction Techniques in Weighted Complex Networks". Scientific Reports, vol. 13, #1, p. 17000. doi : 10.1038/s41598-023-42076-3. HAL : hal-04250856. .
        •  Sofiane Lagraa, Martin Husák, Hamida Seba, Satyanarayana Vuppala, Radu State & Moussa Ouedraogo (2023). "A review on graph-based approaches for network security monitoring and botnet detection". International Journal of Information Security. doi : 10.1007/s10207-023-00742-7. HAL : hal-04238044.
        •  Rim Gasmi, Makhlouf Aliouat, Zibouda Aliouat & Hamida Seba (2023). "Routing Protocol Based Quality of Service and Links Stability (RPQLS) for Future Internet of Vehicles". Wireless Personal Communications, vol. 130, #3, pp. 2013-2038. doi : 10.1007/s11277-023-10369-5. HAL : hal-04239695.
    • Conferences (8)
      • International conferences with peer review (8)
        •  Ali Yassin, Hocine Cherifi, Hamida Seba & Olivier Togni (2023). "Comparing Link Filtering Backbone Techniques in Real-World Networks". International School and Conference on Network Science (NetSci), 14 juillet 2023, Vienna (Austria). HAL : hal-04055147.
        •  Chems Eddine Nabti, Thamer Mecharnia, Salah Eddine Boukhetta, Karima Amrouche & Hamida Seba (2023). "A Neighborhood Encoding for Subgraph Queries in Graph Databases". The 34th International Conference on Database and Expert Systems Applications (DEXA 2023), 30 août 2023, Penang (Malaysia), pp. 377-391. doi : 10.1007/978-3-031-39847-6_30. HAL : hal-04194740.
        •  François Pitois, Hamida Seba & Mohammed Haddad (2023). "A Fine-Grained Structural Partitioning Approach to Graph Compression". The 25th International Conference on Big Data Analytics and Knowledge Discovery (DAWAK 2023), 30 août 2023, Penang, Malaysia (Malaysia), pp. 392-397. doi : 10.1007/978-3-031-39831-5_36. HAL : hal-04194761.
        •  Ali Yassin, Hocine Cherifi, Hamida Seba & Olivier Togni (2023). "Filtering Real World Networks: A Correlation Analysis of Statistical Backbone Techniques". French Regional Conference on Complex Systems 2023, 2 juin 2023, Le Havre (France). HAL : hal-04054954. .
        •  Mohamed-Lamine Messai & Hamida Seba (2023). "IoT Network Attack Detection: Leveraging Graph Learning for Enhanced Security". ARES 2023: The 18th International Conference on Availability, Reliability and Security, 1 septembre 2023, Benevento Italy (France), pp. 1-7. doi : 10.1145/3600160.3605053. HAL : hal-04195418.
        •  Ali Yassin, Abbas Haidar, Hocine Cherifi, Hamida Seba & Olivier Togni (2023). "NetBone: A Python Package for Extracting Backbones of Weighted Networks". French Regional Conference on Complex Systems, 2 juin 2023, Le Havre (France). HAL : hal-04054971. .
        •  Aymen Ourdjini, Abd Errahmane Kiouche & Hamida Seba (2023). "An Efficient Entropy-Based Graph Kernel". Graph-Based Representations in Pattern Recognition, 8 septembre 2023, Vietri sul Mare (Italy), pp. 46-56. doi : 10.1007/978-3-031-42795-4_5. HAL : hal-04588283.
        •  Farouk Damoun, Hamida Seba, Jean Hilger & Radu State (2023). "G-HIN2Vec: Distributed heterogeneous graph representations for cardholder transactions". SAC '23: 38th ACM/SIGAPP Symposium on Applied Computing, 31 mars 2023, Tallinn Estonia (France), pp. 528-535. doi : 10.1145/3555776.3577740. HAL : hal-04238052.
    • Patents and softwares (1)
    • Others (1)
  • 2022 (10)
    • Journals (1)
    • Conferences (8)
      • International conferences with peer review (8)
        •  Abderaouf Gacem, Mohammed Haddad, Hamida Seba, Gaétan Berthe & Michel Habib (2022). "Guiding Random Walks by Effective Resistance for Effective Node Embedding". ICPRAI 2022 - 3rd International Conference on Pattern Recognition and Artificial Intelligence, 1 juin 2022, Paris (France), pp. 665-676. doi : 10.1007/978-3-031-09037-0_54. HAL : hal-03701161.
        •  Ikenna Victor Oluigbo, Hamida Seba & Mohammed Haddad (2022). "Decision-based Sampling for Node Context Representation". International Conference on Control, Decision and Information Technologies, 17 mai 2022, Istanbul (Turkey). doi : 10.1109/CoDIT55151.2022.9803908. HAL : hal-03701149.
        •  Ali Yassin, Hocine Cherifi, Hamida Seba & Olivier Togni (2022). "A Comparison of Model-Based Backbone Filtering Techniques in the Air Transportation Network". French Regional Conference on Complex Systems, 20 juin 2022, Paris (France). HAL : hal-03671731.
        •  Fatma Zohra Khaoula Saadi, Abd Errahmane Kiouche, Karima Amrouche, Hamida Seba & Mohamed-Lamine Messai (2022). "Détection d'anomalies dans les flux de graphes et attaques d'empoisonnement". Conférence francophone sur l'Extraction et la Gestion des Connaissances (EGC), 28 janvier 2022, Blois (France), pp. 273-280. HAL : hal-03701393.
        •  Antoine Castillon, Julien Baste, Hamida Seba & Mohammed Haddad (2022). "Quasi-Clique Mining for Graph Summarization". Database and Expert Systems Applications. DEXA 2022, 22 août 2022, Vienne (Austria), pp. 310-315. doi : 10.1007/978-3-031-12426-6_29. HAL : hal-03762142. .
        •  Ali Yassin, Hocine Cherifi, Hamida Seba & Olivier Togni (2022). "Exploring Statistical Backbone Filtering Techniques in the Air Transportation Network". 2022 IEEE Workshop on Complexity in Engineering (COMPENG), 20 juillet 2022, Florence (France). doi : 10.1109/COMPENG50184.2022.9905432. HAL : hal-04265910. .
        •  Ali Yassin, Hocine Cherifi, Hamida Seba & Olivier Togni (2022). "An empirical investigation of Backbone Filtering Techniques in weighted Complex Networks". NERCCS 2022: Fifth Northeast Regional Conference on Complex Systems, 1 avril 2022, Buffalo (NY) (United States of America). HAL : hal-04014863. .
        •  Antoine Castillon, Julien Baste, Clarisse Dhaenens, Mohammed Haddad & Hamida Seba (2022). "γ-Cluster Edge Modification Problems". International Colloquium on Graph Theory and combinatorics, Montpellier (France). HAL : hal-03790656.
    • Others (1)
      •  Ali Yassin, Hocine Cherifi, Hamida Seba & Olivier Togni (2022). "An Empirical Investigation of Statistical Backbone Filtering Techniques". Conference on Complex Systems, 21 octobre 2022, Palma de Mallorca (Spain). Poster. HAL : hal-04321035. .
  • 2021 (3)
  • 2020 (2)
    • Journals (1)
      • International journals with peer review (1)
    • Conferences (1)
      • International conferences with peer review (1)
        •  Rim Gasmi, Makhlouf Aliouat & Hamida Seba (2020). "Geographical Information Based Clustering Algorithm for Internet of Vehicles". International Conference on Machine Learning for Networking, 24 novembre 2020, Paris (France), pp. 107-121. doi : 10.1007/978-3-030-70866-5_7. HAL : hal-03232495.
  • 2019 (5)
    • Journals (1)
      • International journals with peer review (1)
        •  Abderazek Seba, N. Nouali, N. Badache & Hamida Seba (2019). "A review on security challenges of wireless communications in disaster emergency response and crisis management situations". Journal of Network and Computer Applications (JNCA), vol. 126, pp. 150-161. doi : 10.1016/j.jnca.2018.11.010. HAL : hal-01932673.
    • Conferences (4)
      • International conferences with peer review (4)
        •  Abd Errahmane Kiouche, Karima Amrouche, Hamida Seba & Sofiane Lagraa (2019). "Une nouvelle approche pour la détection d'anomalies dans les flux de graphes hétérogènes". EGC 2019, 21 janvier 2019, Metz (France). HAL : hal-02173444.
        •  Ikenna Oluigbo, Mohammed Haddad & Hamida Seba (2019). "Evaluating Network Embedding Models for Machine Learning Tasks". 8th International Conference on Complex Networks and their Applications, 10 décembre 2019, Lisbon (Portugal). HAL : hal-02413634.
        •  Messai Sarra, Mohamed-Lamine Messai, Hamida Seba & Zibouda Aliouat (2019). "A Full-Healing Key Distribution Scheme for Resource-Constrained Devices". 6th International Conference on Information and Communication Technologies for Disaster Management (ICT-DM), 18 décembre 2019, Paris (France). doi : 10.1109/ICT-DM47966.2019.9032926. HAL : hal-02413663.
        •  Hafsa Bousbiat, Ihadadene Sana, Karima Amrouche & Hamida Seba (2019). "Dynamic Dense Subgraph Mining: A new approach for temporal graph summarization". 10th Conference on Network Modeling and Analysis, 6 novembre 2019, Dijon (France). HAL : hal-02413834.
  • 2018 (5)
    • Journals (1)
      • International journals with peer review (1)
    • Conferences (3)
      • International conferences with peer review (2)
      • National conferences with peer review (1)
    • Others (1)
      •  Chems Eddine Nabti, Thamer Mecharnia, Salah Boukhetta, Hamida Seba & Amrouche Karima (2018). "Compact Neighborhood Index for Subgraph Queries in Massive Graphs". Arxiv publication. HAL : hal-03232530.
  • 2017 (5)
    • Journals (3)
    • Conferences (2)
      • International conferences with peer review (2)
        •  Chemseddine Nabti & Hamida Seba (2017). "Querying massive graph data: A compress and search approach". International Conference on Internet of Things, Big Data and Security - IoTBDS 2017, 26 avril 2017, Porto (Portugal). HAL : hal-01546080.
        •  Mohamed-Lamine Messai & Hamida Seba (2017). "A Self-healing Key Pre-distribution Scheme for Multi-phase Wireless Sensor Networks". 2017 IEEE Trustcom/BigDataSE/ICESS, 4 août 2017, Sydney (Australia), pp. 144-151. doi : 10.1109/Trustcom/BigDataSE/ICESS.2017.231. HAL : hal-01591629.
  • 2016 (7)
    • Journals (4)
      • International journals with peer review (4)
    • Conferences (3)
      • International conferences with peer review (3)
        •  Chemseddine Nabti & Hamida Seba (2016). "Subgraph Isomorphism Search in Massive Graph Databases". The International Conference on Internet of Things and Big Data – IoTBD 2016, 25 avril 2016, Rome (Italy). HAL : hal-01313922. .
        •  Messai Sarra, Abdellah Boukerram & Hamida Seba (2016). "Energy-Efficient Data Collection in Grid-Based Wireless Sensor Networks Using a Mobile Sink". 2016 9th IFIP Wireless and Mobile Networking Conference (WMNC), 13 juillet 2016, Colmar (France). HAL : hal-01353926.
        •  Sofiane Lagraa & Hamida Seba (2016). "An efficient exact algorithm for triangle listing in large graphs". ECML-PKDD 2016, 23 septembre 2016, Riva del Garda (Italy). HAL : hal-01475515.
  • 2015 (7)
    • Journals (3)
      • International journals with peer review (3)
        •  Mohamed-Lamine Messai, Hamida Seba & Makhlouf Aliouat (2015). "A lightweight key management scheme for wireless sensor networks". Journal of Supercomputing, vol. 71, #12, pp. 4400-4422. doi : 10.1007/s11227-015-1534-5. HAL : hal-01260513.
        •  Rémy Crassard, Olivier Barge, Charles-Edmond Bichot, Jacques Élie Brochier, Jwana Chahoud, Marie-Laure Chambrade, Christine Chataigner, Kamel Madi, Emmanuelle Regagnon et al. (2015). "Addressing the Desert Kites Phenomenon and Its Global Range Through a Multi-proxy Approach". Journal of Archaeological Method and Theory, vol. 22, #4, pp. 1093-1121. doi : 10.1007/s10816-014-9218-7. HAL : hal-01829329. .
        •  Besem Abid, Tien-Trung Nguyen, & Hamida Seba (2015). "New data aggregation approach for time-constrained wireless sensor networks". Journal of Supercomputing, vol. 71, pp. 1678-1693. doi : 10.1007/s11227-014-1241-7. HAL : hal-01499264.
    • Conferences (3)
      • International conferences with peer review (3)
        •  Mohamed-Lamine Messai, Hamida Seba & Makhlouf Aliouat (2015). "A New Hierarchical Key Management Scheme for Secure Clustering in Wireless Sensor Networks". 13th International Conference on Wired/Wireless Internet Communication (WWIC), 27 mai 2015, Malaga (Spain), pp. 411-424. HAL : hal-01728801. .
        •  Kamel Madi, Eric Paquet, Hamida Seba & Hamamache Kheddouci (2015). "Graph Edit Distance based on Triangle-Stars Decomposition for Deformable 3D Objects Recognition". International Conference on 3D Vision (3DV 2015), 22 octobre 2015, Lyon (France). doi : 10.1109/3DV.2015.1. HAL : hal-01215859.
        •  Kamel Madi, Hamida Seba, Hamamache Kheddouci, Charles-Edmont Bichot, Olivier Barge, Christine Chataigner, Rémy Crassard, Emmanuelle Régagnon & Emmanuelle Vila (2015). "Kite Recognition by means of Graph Matching". Graph-based Representations in Pattern Recognition (GbR2015), Beijing (China). HAL : hal-01829332. .
    • Reports (1)
  • 2014 (4)
  • 2013 (5)
    • Journals (2)
    • Conferences (2)
      • International conferences with peer review (2)
        •  Hamida Seba & Riadh Khennoufa (2013). "Edge Coloring by Total Labelings of 4-regular Circulant Graphs.". International Network Optimization Conference (INOC 2013), 20 mai 2013, Tenerife (Spain), pp. 141-148. HAL : hal-01339308.
        •  Besem Abid, Wiem Elghazel, Hamida Seba & Souleymane M’Bengue (2013). "An Event-Driven Clustering Scheme for Data Aggregation in Real-Time Wireless Sensor Networks". 27th IEEE International Conference on Advanced Information Networking and Applications (AINA-2013), 25 mars 2013, Barcelona (Spain), pp. 48-55. doi : 10.1109/AINA.2013.75. HAL : hal-01339156.
    • Others (1)
      •  Besem Abid, Hamida Seba & Souleymane M’Bengue (2013). "A New MAC Protocol to Support Mobile Nodes and Real-time Wireless Sensor Network Applications". INFOCOM 2013, 14 avril 2013, Turin (Italy). Poster. HAL : hal-01339155.
  • 2012 (4)
    • Journals (1)
    • Conferences (1)
      • International conferences with peer review (1)
        •  Sonia Abbas & Hamida Seba (2012). "A Module-based Approach for Structural Matching of Process Models". The 5th IEEE International Conference on Service Oriented Computing & Applications (SOCA 2012), 17 décembre 2012, Taipei (Taiwan, Republic of China), pp. 1-8. doi : 10.1109/SOCA.2012.6449441. HAL : hal-01353146.
    • Book edition (books, chapters, seminars, congress, special numbers) (2)
      •  Hamida Seba, Sofiane Lagraa & Hamamache Kheddouci (2012). "Web Service Matchmaking by Subgraph Matching". Web Information Systems and Technologies, Filipe and J. Cordeiro, Springer-Verlag, pp. 43-56. HAL : hal-01353085.
      •  Besem Abid, Hamida Seba & Souleymane M’Bengue (2012). "Collision Free Communication for Energy Saving in Wireless Sensor Networks". Wireless sensor networks, Intech, chapter 4. doi : 10.5772/47954. HAL : hal-01353125.
  • 2010 (1)