Robustness of Graph Neural Networks

Robustness of Graph Neural Networks

IEEE Signal Processing Society via YouTube Direct link

Improving Robustness

3 of 12

3 of 12

Improving Robustness

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Robustness of Graph Neural Networks

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  1. 1 Introduction
  2. 2 Background
  3. 3 Improving Robustness
  4. 4 Does this simple change work
  5. 5 Nonadaptive attacks
  6. 6 Intermediate message
  7. 7 Robustness certificates
  8. 8 Whitebox certificates
  9. 9 Graph models
  10. 10 Graybox certificates
  11. 11 Collective reasoning
  12. 12 Summary

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