We read every piece of feedback, and take your input very seriously.
To see all available qualifiers, see our documentation.
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Hi, I run the test_min_max.py and get worse attack performance compared with the paper: in citreseer:
in cora:
performance in paper:
I notice that the author "set 20 steps of inner maximization per iteration" so I just modified the topology_attack.py from:
victim_model.train() modified_adj = self.get_modified_adj(ori_adj) adj_norm = utils.normalize_adj_tensor(modified_adj) output = victim_model(ori_features, adj_norm) loss = self._loss(output[idx_train], labels[idx_train]) optimizer.zero_grad() loss.backward() optimizer.step()
to
victim_model.train() modified_adj = self.get_modified_adj(ori_adj) adj_norm = utils.normalize_adj_tensor(modified_adj) for epoch in range(inner_iter): output = victim_model(ori_features, adj_norm) loss = self._loss(output[idx_train], labels[idx_train]) optimizer.zero_grad() loss.backward() optimizer.step()
but achieve higher accuracy in cora and citeseer:
Do you have any idea about that?
Thanks
The text was updated successfully, but these errors were encountered:
No branches or pull requests
Hi,

I run the test_min_max.py and get worse attack performance compared with the paper:
in citreseer:
in cora:

performance in paper:

I notice that the author "set 20 steps of inner maximization per iteration" so I just modified the topology_attack.py from:
to
but achieve higher accuracy in cora and citeseer:


Do you have any idea about that?
Thanks
The text was updated successfully, but these errors were encountered: