#text compression

PCAP-LM: An LLM-Native Text Representation for TLS Bulk Traffic Analysis

Xavier Marjou, Lucas Tamic, Ilan Jaffeux-Cheniout

The paper introduces PCAP-LM, a compact, LLM-friendly text format that summarizes TLS traffic captures using a custom ASCII encoding and aggressive token compression, enabling full…