2 papers
cs.CL2026
PEFT of SLM for Telecommunications Customer Support: A Comparative Study of LoRA Configurations with Energy Consumption Analysis
Lucas Tamic, Ilan Jaffeux-Cheniout, Xavier Marjou
While large language models (LLMs) show strong performance in natural language understanding and generation, their evaluation and adaptation to domain-specific constraints in telec…
cs.NI2026
PCAP-LM: An LLM-Native Text Representation for TLS Bulk Traffic Analysis
Xavier Marjou, Lucas Tamic, Ilan Jaffeux-Cheniout
Large language models (LLMs) offer powerful reasoning capabilities for network traffic analysis, but standard capture formats and their textual equivalents are prohibitively verbos…