Bridging Expert Reasoning and LLM Detection: A Knowledge-Driven Framework for Malicious Packages.

@inproceedings{guo-2026-bridging, author = {Wenbo Guo and Shiwen Song and Jiaxun Guo and Zhengzi Xu and Chengwei Liu and Haoran Ou and Mengmeng Ge and Yang Liu}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Bridging Expert Reasoning and LLM Detection: A Knowledge-Driven Framework for Malicious Packages}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {3554--3565}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792083}, doi = {https://doi.org/10.1145/3774904.3792083} }