{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:6436QLC5S5GFGFOQAKRFSBHGVA","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":"a9a76f16c76bf1ab510a2f21337b48493d951cec613d818183f68c41a610ad61","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-03-15T00:28:25Z","title_canon_sha256":"0efb07d9c88f04a7c0cf20c46afb160fce25a0d44c06778cddaeb58487effebf"},"schema_version":"1.0","source":{"id":"2503.11930","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.11930","created_at":"2026-07-05T10:32:02Z"},{"alias_kind":"arxiv_version","alias_value":"2503.11930v1","created_at":"2026-07-05T10:32:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.11930","created_at":"2026-07-05T10:32:02Z"},{"alias_kind":"pith_short_12","alias_value":"6436QLC5S5GF","created_at":"2026-07-05T10:32:02Z"},{"alias_kind":"pith_short_16","alias_value":"6436QLC5S5GFGFOQ","created_at":"2026-07-05T10:32:02Z"},{"alias_kind":"pith_short_8","alias_value":"6436QLC5","created_at":"2026-07-05T10:32:02Z"}],"graph_snapshots":[{"event_id":"sha256:7f8f5416ea7469f662a1fe2af67652c4a81e6ff116315e443b71405804e38126","target":"graph","created_at":"2026-07-05T10:32:02Z","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/2503.11930/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The use of the iris as a biometric identifier has increased dramatically over the last 30 years, prompting privacy and security concerns about the use of iris images in research. It can be difficult to acquire iris image databases due to ethical concerns, and this can be a barrier for those performing biometrics research. In this paper, we describe and show how to create a database of realistic, biometrically unidentifiable colored iris images by training a diffusion model within an open-source diffusion framework. Not only were we able to verify that our model is capable of creating iris text","authors_text":"Jingxuan Zhang, Robert J. Hart, Shiaofen Fang, Susan Walsh, Ziqian Bi","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-03-15T00:28:25Z","title":"Generating a Biometrically Unique and Realistic Iris Database"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.11930","kind":"arxiv","version":1},"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:bc3216bde74305c5f46509183640c558ea4ac4e9e243c2c93fcc568d20df9cdb","target":"record","created_at":"2026-07-05T10:32:02Z","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":"a9a76f16c76bf1ab510a2f21337b48493d951cec613d818183f68c41a610ad61","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-03-15T00:28:25Z","title_canon_sha256":"0efb07d9c88f04a7c0cf20c46afb160fce25a0d44c06778cddaeb58487effebf"},"schema_version":"1.0","source":{"id":"2503.11930","kind":"arxiv","version":1}},"canonical_sha256":"f737e82c5d974c5315d002a25904e6a80e9e99dd598b7af66a769ec908f618c6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f737e82c5d974c5315d002a25904e6a80e9e99dd598b7af66a769ec908f618c6","first_computed_at":"2026-07-05T10:32:02.098951Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:32:02.098951Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"7LOHCywnJ/475oo+cimQSNJp+YTNiqU0PbCP11jH5ZiRZFw0qgN9kiIgRLvoetzrouB+RfoJBXF8PvuCXbfzDg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:32:02.099376Z","signed_message":"canonical_sha256_bytes"},"source_id":"2503.11930","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:bc3216bde74305c5f46509183640c558ea4ac4e9e243c2c93fcc568d20df9cdb","sha256:7f8f5416ea7469f662a1fe2af67652c4a81e6ff116315e443b71405804e38126"],"state_sha256":"e9cf1766832f4b0d75a152ed9ec68d20c2e5fc56c0ce9a9d574a28961c35c753"}