{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:AJLJCHFKHUXVYVLYQYRB2VDPSZ","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":"68ad03168707332a6b54aa03686db6113596a50403a8ba91756905612761e0e5","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-07-10T13:56:32Z","title_canon_sha256":"faac61c2c255d9e04ddd7a167f3e795d945aed5d831872da3a06358a3074755e"},"schema_version":"1.0","source":{"id":"2507.07776","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.07776","created_at":"2026-05-17T23:39:17Z"},{"alias_kind":"arxiv_version","alias_value":"2507.07776v3","created_at":"2026-05-17T23:39:17Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.07776","created_at":"2026-05-17T23:39:17Z"},{"alias_kind":"pith_short_12","alias_value":"AJLJCHFKHUXV","created_at":"2026-05-18T12:33:37Z"},{"alias_kind":"pith_short_16","alias_value":"AJLJCHFKHUXVYVLY","created_at":"2026-05-18T12:33:37Z"},{"alias_kind":"pith_short_8","alias_value":"AJLJCHFK","created_at":"2026-05-18T12:33:37Z"}],"graph_snapshots":[{"event_id":"sha256:d144658b767c2cc231b0c0a44935e8828aa4e913658e4e976ce5fdc4bb0ffa9f","target":"graph","created_at":"2026-05-17T23:39:17Z","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"},"paper":{"abstract_excerpt":"Unrestricted adversarial attacks aim to fool computer vision models without being constrained by $\\ell_p$-norm bounds to remain imperceptible to humans, for example, by changing an object's color. This allows attackers to circumvent traditional, norm-bounded defense strategies such as adversarial training or certified defense strategies. However, due to their unrestricted nature, there are also no guarantees of norm-based imperceptibility, necessitating human evaluations to verify just how authentic these adversarial examples look. While some related work assesses this vital quality of adversa","authors_text":"Arkadij Orlov, Clara Stein, Daniel Kudenko, Dren Fazlija, Iyiola E. Olatunji, Johanna Schrader, Monty-Maximilian Z\\\"uhlke","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-07-10T13:56:32Z","title":"SCOOTER: A Human Evaluation Framework for Unrestricted Adversarial Examples"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.07776","kind":"arxiv","version":3},"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:d538b19d9fcd88ef5afbbf3531803de70ae21d3db505c38d8a2e4b20342f09d7","target":"record","created_at":"2026-05-17T23:39:17Z","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":"68ad03168707332a6b54aa03686db6113596a50403a8ba91756905612761e0e5","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-07-10T13:56:32Z","title_canon_sha256":"faac61c2c255d9e04ddd7a167f3e795d945aed5d831872da3a06358a3074755e"},"schema_version":"1.0","source":{"id":"2507.07776","kind":"arxiv","version":3}},"canonical_sha256":"0256911caa3d2f5c557886221d546f966a9423aacd291bdaf6a30c418a53a2a7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0256911caa3d2f5c557886221d546f966a9423aacd291bdaf6a30c418a53a2a7","first_computed_at":"2026-05-17T23:39:17.843348Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:39:17.843348Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"UFWqoFMlvKbre4wqsmrz2HtSHyFwelkunORX6pp9trGtKr5AJVYFfrhkZXX/xK5Acp41/LQtw8dEHj7JN3x2BA==","signature_status":"signed_v1","signed_at":"2026-05-17T23:39:17.844061Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.07776","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d538b19d9fcd88ef5afbbf3531803de70ae21d3db505c38d8a2e4b20342f09d7","sha256:d144658b767c2cc231b0c0a44935e8828aa4e913658e4e976ce5fdc4bb0ffa9f"],"state_sha256":"1470d6c29b8396903567f2e8f3fbab1a8508a20e81defa94cd900b0962129293"}