publications

reversed chronological order

2024

  1. Ignore Me But Don’t Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain
    Eugene Jang, Jian Cui, Dayeon Yim, Youngjin Jin, Jin-Woo Chung, Seungwon Shin, and Yongjae Lee
    Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL Findings), 2024
  2. Malla: Demystifying Real-world Large Language Model Integrated Malicious Services
    Zilong Lin, Jian Cui, Xiaojing Liao, and XiaoFeng Wang
    arXiv, 2024
  3. DRAINCLoG: Detecting Rogue Accounts with Illegally-obtained NFTs using Classifiers Learned on Graphs
    Hanna Kim, Jian Cui, Eugene Jang, Chanhee Lee, Yongjae Lee, Jin-Woo Chung, and Seungwon Shin
    The Network and Distributed System Security Symposium (NDSS), 2024

2023

  1. DarkBERT: A Language Model for the Dark Side of the Internet
    Youngjin Jin, Eugene Jang, Jian Cui, Jin-Woo Chung, Yongjae Lee, and Seungwon Shin
    The 61st Annual Meeting of the Association for Computational Linguistics (ACL), 2023

2022

  1. Meta-path-based Fake News Detection Leveraging Multi-level Social Context Information
    Jian Cui, Kwanwoo Kim, Seung Ho Na, and Seungwon Shin
    The 31st ACM International Conference on Information & Knowledge Management (CIKM), 2022
  2. MECaNIC: SmartNIC to Assist URLLC Processing in Multi-Access Edge Computing Platforms
    Taejune Park, Myoungsung You, Jian Cui, Youngjin Jin, Kilho Lee, and Seungwon Shin
    IEEE 30th International Conference on Network Protocols (ICNP), 2022
  3. Discovering Message Templates on Large Scale Bitcoin Abuse Reports using a Two-fold NLP-based Clustering Method
    Jinho Choi, Taehwa Lee, Kwanwoo Kim, Minjae Seo, Jian Cui, and Seungwon Shin
    IEICE TRANSACTIONS on Information and Systems, 2022