{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:LRGEDXZK7SPVT4J6RWGAM6WWBC","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"c154c03881aa7391a9cae42da9b2b1423060f883dd7bf6b7705eb56836ce61a4","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2023-05-31T19:18:24Z","title_canon_sha256":"d3a8e601f69735d8377297a71ea01ed6d4bef54027e585939d579f34cb40b5b5"},"schema_version":"1.0","source":{"id":"2306.00133","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2306.00133","created_at":"2026-07-05T06:16:51Z"},{"alias_kind":"arxiv_version","alias_value":"2306.00133v2","created_at":"2026-07-05T06:16:51Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.00133","created_at":"2026-07-05T06:16:51Z"},{"alias_kind":"pith_short_12","alias_value":"LRGEDXZK7SPV","created_at":"2026-07-05T06:16:51Z"},{"alias_kind":"pith_short_16","alias_value":"LRGEDXZK7SPVT4J6","created_at":"2026-07-05T06:16:51Z"},{"alias_kind":"pith_short_8","alias_value":"LRGEDXZK","created_at":"2026-07-05T06:16:51Z"}],"graph_snapshots":[{"event_id":"sha256:78d37980778fc615abe1c47c131fe135d02ee0d51e970e746fcb827839abec92","target":"graph","created_at":"2026-07-05T06:16:51Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2306.00133/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Canary exposure, introduced in Carlini et al. is frequently used to empirically evaluate, or audit, the privacy of machine learning model training. The goal of this note is to provide some intuition on how to interpret canary exposure, including by relating it to membership inference attacks and differential privacy.","authors_text":"Matthew Jagielski","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2023-05-31T19:18:24Z","title":"A Note On Interpreting Canary Exposure"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.00133","kind":"arxiv","version":2},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:77be5fe13beba9d86e9677b398598aef3d7c4a1abdec33c333e45d57c2661f37","target":"record","created_at":"2026-07-05T06:16:51Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"c154c03881aa7391a9cae42da9b2b1423060f883dd7bf6b7705eb56836ce61a4","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2023-05-31T19:18:24Z","title_canon_sha256":"d3a8e601f69735d8377297a71ea01ed6d4bef54027e585939d579f34cb40b5b5"},"schema_version":"1.0","source":{"id":"2306.00133","kind":"arxiv","version":2}},"canonical_sha256":"5c4c41df2afc9f59f13e8d8c067ad608abfc31d016d6eed5cc3fb39bdbf2e9f5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5c4c41df2afc9f59f13e8d8c067ad608abfc31d016d6eed5cc3fb39bdbf2e9f5","first_computed_at":"2026-07-05T06:16:51.173791Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:16:51.173791Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"oWzzCtxJfIBfwR9DvNoUgkX1AS7Y0f+IoIlVuRra2yr/U0hEWg+a8R05nXB8sjEQb8Av2ks3DkIRQagM6/vGCA==","signature_status":"signed_v1","signed_at":"2026-07-05T06:16:51.174228Z","signed_message":"canonical_sha256_bytes"},"source_id":"2306.00133","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:77be5fe13beba9d86e9677b398598aef3d7c4a1abdec33c333e45d57c2661f37","sha256:78d37980778fc615abe1c47c131fe135d02ee0d51e970e746fcb827839abec92"],"state_sha256":"66e4abece3c8bf193f68c7592f5ce5648d0483a83271b25e90a1cd99dedae3d2"}