DMFI: A Dual-Modality Log Analysis Framework for Insider Threat Detection with LoRA-Tuned Language Models

Kaichuan Kong, Dongjie Liu, Xiaobo Jin^*, Guanggang Geng, Zhiying Li, Jian Weng

^*Corresponding author for this work

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

Original language	English
Title of host publication	IEEE International Conference on Data Mining, ICDM 2025, Long Paper
Publication status	Published - 2025

Cite this

@inproceedings{e48a6734c71d46638d8f259db97d3e8e,

title = "DMFI: A Dual-Modality Log Analysis Framework for Insider Threat Detection with LoRA-Tuned Language Models",

author = "Kaichuan Kong and Dongjie Liu and Xiaobo Jin and Guanggang Geng and Zhiying Li and Jian Weng",

year = "2025",

language = "English",

booktitle = "IEEE International Conference on Data Mining, ICDM 2025, Long Paper",

}