PCNA-IDS: An integrated lightweight intrusion detection system in internet of vehicles with federated contrastive learning and differential privacy

Zhiguo Qu, Zihong Cai, Le Sun 0003, Ghulam Muhammad. PCNA-IDS: An integrated lightweight intrusion detection system in internet of vehicles with federated contrastive learning and differential privacy. Knowl.-Based Syst., 336:115346, 2026. [doi]

@article{QuCSM26,
  title = {PCNA-IDS: An integrated lightweight intrusion detection system in internet of vehicles with federated contrastive learning and differential privacy},
  author = {Zhiguo Qu and Zihong Cai and Le Sun 0003 and Ghulam Muhammad},
  year = {2026},
  doi = {10.1016/j.knosys.2026.115346},
  url = {https://doi.org/10.1016/j.knosys.2026.115346},
  researchr = {https://researchr.org/publication/QuCSM26},
  cites = {0},
  citedby = {0},
  journal = {Knowl.-Based Syst.},
  volume = {336},
  pages = {115346},
}