Mgct: a multi-generator collaborative training approach for data-free model stealing
Abstract Model stealing attacks in the Machine Learning as a Service (MLaaS) paradigm face multiple technical challenges, particularly in scenarios lacking training data support. Target models remain vulnerable to reverse engineering and replication under strict environmental constraints. Existing d...
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| Principais autores: | , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
SpringerOpen
2026-03-01
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| Colecção: | Cybersecurity |
| Assuntos: | |
| Acesso em linha: | https://doi.org/10.1186/s42400-025-00467-1 |
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