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paperAugust 2026Unreviewed

Vision-Language Semantics Guided Model Extraction Attack via Long-Horizon Contrastive Prompt Learning

Ruinan Ma, Yu-Xi Ma, Meng-Xia Ren, Dehua Zhu, Hong-Yi Liu, Yu-an Tan

Journal on spesial topics in mobile networks and applications

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Model Extraction

Framework mappings

MITRE ATLAS
  • AML.T0024.002Extract AI Model

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Cite

@article{ma2026visionlanguage,
  title = {{Vision-Language Semantics Guided Model Extraction Attack via Long-Horizon Contrastive Prompt Learning}},
  author = {Ruinan Ma and Yu-Xi Ma and Meng-Xia Ren and Dehua Zhu and Hong-Yi Liu and Yu-an Tan},
  year = {2026},
  month = aug,
  journal = {Journal on spesial topics in mobile networks and applications},
  doi = {10.1007/s11036-026-02503-x},
  url = {https://www.semanticscholar.org/paper/d3068d4e9c55130f89ec16031e0d8345c7e162d4}
}