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problem with metattack about greatx HOT 1 CLOSED

edisonleeeee avatar edisonleeeee commented on June 3, 2024
problem with metattack

from greatx.

Comments (1)

EdisonLeeeee avatar EdisonLeeeee commented on June 3, 2024

Thank you for reporting. There are some reasons for the poor results:

  • Randomness. Current implementation is unstable and you need to run it multiple times with different random seeds to get a decent performance.
  • Validation with model picking. As mentioned here, you can disable the validation step to improve the poisoning attack performance:
# Disable the validation step and the model picking
trainer.fit(attacker.data(), mask=splits.train_nodes)

from greatx.

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