1. TAILHARDAT Lionel
  2. TAILHARDAT Lionel
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TAILHARDAT Lionel

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Tailhardat, Lionel; Chabot, Yoan; Troncy, Raphaël

Anomaly detection using knowledge graphs: A survey for network management and cybersecurity application

Submitted to Hal, 2 February 2025
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Conference

Rebboud, Youssra; Lisena, Pasquale; Tailhardat, Lionel; Troncy, Raphaël

Benchmarking LLM-based ontology conceptualization: A proposal

ISWC 2024, 23rd International Semantic Web Conference, 11-15 November 2024, Baltimore, USA
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Thesis

Tailhardat, Lionel

Anomaly detection using knowledge graphs and synergistic reasoning: Application to network management and cyber security

Thesis
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Conference

Tailhardat, Lionel; Chabot, Yoan; Py, Antoine; Guillemette, Perrine

NORIA UI: Efficient incident management on large-scale ICT systems represented as knowledge graphs

ARES 2024, International Conference on Availability, Reliability and Security, track GRASEC (The 5th International Workshop on Graph-based Approaches for CyberSecurity), 30 July-2 August 2024, Vienna, Austria
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Conference

Tailhardat, Lionel; Stach, Benjamin; Chabot, Yoan; Troncy, Raphaël

Graphaméléon : apprentissage des relations et détection d’anomalies sur les traces de navigation Web capturées sous forme de graphes de connaissances

IC 2024, 35èmes journées francophones d’Ingénierie des Connaissances, 3-5 July 2024, La Rochelle, France
"Prix du meilleur papier"
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Talk

Tailhardat, Lionel

Anomaly detection for telco companies: Challenges and opportunities in knowledge graph construction

KGC 2024, Keynote at the 5th International Workshop on Knowledge Graph Construction, Co-located with ESWC 2024, 27 May 2024, Hersonissos, Greece
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Conference

Rebboud, Youssra; Tailhardat, Lionel; Lisena, Pasquale; Troncy, Raphaël

Can LLMs generate competency questions?

ESWC 2024, Extended Semantic Web Conference, Special Track on Large Language Models for Knowledge Engineering, 26-30 May 2024, Hersonissos, Greece
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Conference

Tailhardat, Lionel; Chabot, Yoan; Troncy, Raphaël

NORIA-O: An ontology for anomaly detection and incident management in ICT systems

ESWC 2024, Extended Semantic Web Conference, 26-30 May 2024, Hersonissos, Greece / Also published in Lecture Notes in Computer Science (LNCS), Vol. 14665
Best resource Track Paper Nominee
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Poster / Demo

Tailhardat, Lionel; Stach, Benjamin; Chabot, Yoan; Troncy, Raphaël

Graphameleon: Relational learning and anomaly detection on web navigation traces captured as knowledge graphs

WWW 2024, Resource track ACM Web Conference, 13-17 May 2024, Singapore, Singapore
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Conference

Tailhardat, Lionel; Chabot, Yoan; Troncy, Raphaël

Leveraging knowledge graphs for classifying incident situations in ICT systems

GRASEC 2023, International Workshop on Graph-based Approaches for CyberSecurity, to be held in conjunction with the 18th International Conference on Availability, Reliability and Security, 29 August-1 September 2023, Benevento, Italy
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