LLMNet Special Track – Program

Wednesday 15th of October (Secondary Room)

13:00 – 13:05 Messages from the organisers

13:05 – 13:25 Invited Talk – “Use of LLMs/GenAI for Network and Service Management“, Professor Burkhard Stiller, Department of Informatics, University of Zurich

13:30 – 13:45 Pythia: Facilitating Access to Internet Data Using LLMs and IYP, Dimitrios Giakatos and Malte Tashiro (IIJ Research Laboratory, Japan); Romain Fontugne (Internet Initiative Japan Inc., Japan)

13:50 – 14:05Two-Sided Matching for Batch-Aware LLM Request Scheduling in Edge Networks, Tan Li and Yanming Gong (The Hang Seng University of Hong Kong, Hong Kong)

14:10 – 14:25SIMCODE: a Benchmark for Natural Language to ns-3 Network Simulation Code Generation, Tasnim Ahmed, Mizra Mohammad Azwad and Salimur Choudhury (Queen’s University, Canada)

14:30 – 14:45Can LLM-Embeddings Detect Phishing URLs?, Sineefa Rauf, Munzir Muneer, Kajavahini Suseenthiran and Thilina Weerasinghe (University of Ruhuna, Sri Lanka); Fariza Rashid (The University of Sydney, Australia)

14:50 – 15:05Agentic Generative AI for Automation of Cyber Security Attack Chains in Tactical MANETs, Johannes Franz Loevenich (Thales, Germany & University of Osnabrück, Germany); Roberto Rigolin F. Lopes (Thales, Germany)

15:10 – 15:25Multimodal LLMs for Zero-Shot Intrusion Detection Using NetFlow Visualisations, Majed Luay (University of Queensland, Australia); Siamak Layeghy (The University of Queensland, Australia); Yash Pandey, Gayan Kincy Kulatilleke and Marius Portmann (University of Queensland, Australia)

15:30 – 15:45 LLM-Driven Causal Discovery for Monitoring Metrics in Computing Continuum Systems: A Comparative Study, Ahmad Atwi (Université de Lorraine, CNRS, Inria, LORIA, France); Abdelkader Lahmadi (University of Lorraine, France)

15:45 – 16:00 Closing Remarks