Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks

Lixin Fan, Kam Woh Ng, Chee Seng Chan

Feb-12-2026, 15:17:51 GMT–Neural Information Processing Systems

Extensiveexperimental results justify the effectiveness oftheproposed passport-based DNNownership verification schemes.

artificial intelligence, machine learning, passport, (14 more...)

Neural Information Processing Systems

Feb-12-2026, 15:17:51 GMT

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Country:
- Asia
  - China > Guangdong Province
    - Shenzhen (0.04)
  - Malaysia (0.05)
- North America > Canada
  - British Columbia > Metro Vancouver Regional District > Vancouver (0.04)

Industry:
- Information Technology > Security & Privacy (0.30)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.69)

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Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks

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