{"action":"created","issue":{"url":"https://api.github.com/repos/tensorflow/cleverhans/issues/323","repository_url":"https://api.github.com/repos/tensorflow/cleverhans","labels_url":"https://api.github.com/repos/tensorflow/cleverhans/issues/323/labels{/name}","comments_url":"https://api.github.com/repos/tensorflow/cleverhans/issues/323/comments","events_url":"https://api.github.com/repos/tensorflow/cleverhans/issues/323/events","html_url":"https://github.com/tensorflow/cleverhans/pull/323","id":280901253,"node_id":"MDExOlB1bGxSZXF1ZXN0MTU3NDgyNzg1","number":323,"title":"One-hot and thermometer encoding and LSPGA attack","user":{"login":"royaurko","id":8907160,"node_id":"MDQ6VXNlcjg5MDcxNjA=","avatar_url":"https://avatars0.githubusercontent.com/u/8907160?v=4","gravatar_id":"","url":"https://api.github.com/users/royaurko","html_url":"https://github.com/royaurko","followers_url":"https://api.github.com/users/royaurko/followers","following_url":"https://api.github.com/users/royaurko/following{/other_user}","gists_url":"https://api.github.com/users/royaurko/gists{/gist_id}","starred_url":"https://api.github.com/users/royaurko/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/royaurko/subscriptions","organizations_url":"https://api.github.com/users/royaurko/orgs","repos_url":"https://api.github.com/users/royaurko/repos","events_url":"https://api.github.com/users/royaurko/events{/privacy}","received_events_url":"https://api.github.com/users/royaurko/received_events","type":"User","site_admin":false},"labels":[{"id":698419439,"node_id":"MDU6TGFiZWw2OTg0MTk0Mzk=","url":"https://api.github.com/repos/tensorflow/cleverhans/labels/waiting%20for%20contributor","name":"waiting for contributor","color":"006b75","default":false}],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":15,"created_at":"2017-12-11T05:51:55Z","updated_at":"2018-09-24T16:07:58Z","closed_at":"2018-09-24T16:07:58Z","author_association":"COLLABORATOR","pull_request":{"url":"https://api.github.com/repos/tensorflow/cleverhans/pulls/323","html_url":"https://github.com/tensorflow/cleverhans/pull/323","diff_url":"https://github.com/tensorflow/cleverhans/pull/323.diff","patch_url":"https://github.com/tensorflow/cleverhans/pull/323.patch"},"body":"Added the utility functions for discretizing image inputs using one-hot and thermometer encoding, and add the Logit Space-Projected Gradient Ascent (LS-PGA) from the paper https://openreview.net/pdf?id=S18Su--CW. Also added an example tutorial for thermometer encoding and LSPGA."},"comment":{"url":"https://api.github.com/repos/tensorflow/cleverhans/issues/comments/424031000","html_url":"https://github.com/tensorflow/cleverhans/pull/323#issuecomment-424031000","issue_url":"https://api.github.com/repos/tensorflow/cleverhans/issues/323","id":424031000,"node_id":"MDEyOklzc3VlQ29tbWVudDQyNDAzMTAwMA==","user":{"login":"goodfeli","id":387866,"node_id":"MDQ6VXNlcjM4Nzg2Ng==","avatar_url":"https://avatars3.githubusercontent.com/u/387866?v=4","gravatar_id":"","url":"https://api.github.com/users/goodfeli","html_url":"https://github.com/goodfeli","followers_url":"https://api.github.com/users/goodfeli/followers","following_url":"https://api.github.com/users/goodfeli/following{/other_user}","gists_url":"https://api.github.com/users/goodfeli/gists{/gist_id}","starred_url":"https://api.github.com/users/goodfeli/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/goodfeli/subscriptions","organizations_url":"https://api.github.com/users/goodfeli/orgs","repos_url":"https://api.github.com/users/goodfeli/repos","events_url":"https://api.github.com/users/goodfeli/events{/privacy}","received_events_url":"https://api.github.com/users/goodfeli/received_events","type":"User","site_admin":false},"created_at":"2018-09-24T16:07:58Z","updated_at":"2018-09-24T16:07:58Z","author_association":"COLLABORATOR","body":"I think let's just close this PR for now. We can re-open it later if we decide to use thermometer / one-hot coding again."}}
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