Provably robust boosted decision stumps and trees against adversarial attacks

Maksym Andriushchenko, Matthias Hein

Oct-2-2025, 15:11:43 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

artificial intelligence, machine learning, robustness, (19 more...)

Neural Information Processing Systems

Oct-2-2025, 15:11:43 GMT

Conferences PDF

Country:
- North America > Canada (0.46)
- Europe > Germany
  - Baden-Württemberg > Tübingen Region > Tübingen (0.14)

Genre:
- Research Report > New Finding (0.46)

Industry:
- Information Technology > Security & Privacy (0.50)
- Health & Medicine (0.47)
- Government > Military (0.41)

Technology:
- Information Technology > Artificial Intelligence
  - Representation & Reasoning (1.00)
  - Machine Learning
    - Statistical Learning (1.00)
    - Decision Tree Learning (1.00)
    - Neural Networks > Deep Learning (0.68)

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Provably robust boosted decision stumps and trees against adversarial attacks

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