ALPHA: LLM-Enabled Active Learning for Human-Free Network Anomaly Detection

Xuanhao Luo, Shivesh Madan Nath Jha, Akruti Sinha, Zhizhen Li, Yuchen Liu 0001. ALPHA: LLM-Enabled Active Learning for Human-Free Network Anomaly Detection. In IEEE International Performance, Computing, and Communications Conference, IPCCC 2025, Austin, TX, USA, November 15-23, 2025. pages 1-9, IEEE, 2025. [doi]

@inproceedings{LuoJSLL25,
  title = {ALPHA: LLM-Enabled Active Learning for Human-Free Network Anomaly Detection},
  author = {Xuanhao Luo and Shivesh Madan Nath Jha and Akruti Sinha and Zhizhen Li and Yuchen Liu 0001},
  year = {2025},
  doi = {10.1109/IPCCC66453.2025.11304694},
  url = {https://doi.org/10.1109/IPCCC66453.2025.11304694},
  researchr = {https://researchr.org/publication/LuoJSLL25},
  cites = {0},
  citedby = {0},
  pages = {1-9},
  booktitle = {IEEE International Performance, Computing, and Communications Conference, IPCCC 2025, Austin, TX, USA, November 15-23, 2025},
  publisher = {IEEE},
  isbn = {979-8-3315-5286-2},
}