{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:JVXHZVMPTCXLC3YC444FLGYWRU","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":"c2b3574a1b754a8c64256e3209ea9eeb4db0c31fcca41714f51b2dfdfc2972a9","cross_cats_sorted":["cs.CV"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2022-02-08T15:26:18Z","title_canon_sha256":"03c82716755554406fd2ce2a9d84f6f7d082587188dac4d704673a90d4792c08"},"schema_version":"1.0","source":{"id":"2202.03930","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2202.03930","created_at":"2026-07-05T03:55:21Z"},{"alias_kind":"arxiv_version","alias_value":"2202.03930v1","created_at":"2026-07-05T03:55:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2202.03930","created_at":"2026-07-05T03:55:21Z"},{"alias_kind":"pith_short_12","alias_value":"JVXHZVMPTCXL","created_at":"2026-07-05T03:55:21Z"},{"alias_kind":"pith_short_16","alias_value":"JVXHZVMPTCXLC3YC","created_at":"2026-07-05T03:55:21Z"},{"alias_kind":"pith_short_8","alias_value":"JVXHZVMP","created_at":"2026-07-05T03:55:21Z"}],"graph_snapshots":[{"event_id":"sha256:2978ae34fc1f6126bc101a0f6a3184448a0825bdcc0b98cffc2e9a734f528a6c","target":"graph","created_at":"2026-07-05T03:55:21Z","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/2202.03930/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Machine Vision Components (MVC) are becoming safety-critical. Assuring their quality, including safety, is essential for their successful deployment. Assurance relies on the availability of precisely specified and, ideally, machine-verifiable requirements. MVCs with state-of-the-art performance rely on machine learning (ML) and training data but largely lack such requirements.\n  In this paper, we address the need for defining machine-verifiable reliability requirements for MVCs against transformations that simulate the full range of realistic and safety-critical changes in the environment. Usi","authors_text":"Boyue Caroline Hu, Huakun Shen, Krzysztof Czarnecki, Lina Marsso, Marsha Chechik, Rick Salay","cross_cats":["cs.CV"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2022-02-08T15:26:18Z","title":"If a Human Can See It, So Should Your System: Reliability Requirements for Machine Vision Components"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2202.03930","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":"sha256:1c42b8c988e3f1fab496291c65691bd141deadd66e00478f21dd90b3cdaa4d52","target":"record","created_at":"2026-07-05T03:55:21Z","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":"c2b3574a1b754a8c64256e3209ea9eeb4db0c31fcca41714f51b2dfdfc2972a9","cross_cats_sorted":["cs.CV"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2022-02-08T15:26:18Z","title_canon_sha256":"03c82716755554406fd2ce2a9d84f6f7d082587188dac4d704673a90d4792c08"},"schema_version":"1.0","source":{"id":"2202.03930","kind":"arxiv","version":1}},"canonical_sha256":"4d6e7cd58f98aeb16f02e738559b168d2c38a37b38f4a9c85d5a3007331e8906","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4d6e7cd58f98aeb16f02e738559b168d2c38a37b38f4a9c85d5a3007331e8906","first_computed_at":"2026-07-05T03:55:21.755476Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T03:55:21.755476Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"mBSnjN0Ey1rp219pEw5k85nF678v5qFAG3Ab87QXJmNUR+bcaITFnYYxlO++EGa1rAceqzYIQZ/IDr5c82aLCA==","signature_status":"signed_v1","signed_at":"2026-07-05T03:55:21.755973Z","signed_message":"canonical_sha256_bytes"},"source_id":"2202.03930","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1c42b8c988e3f1fab496291c65691bd141deadd66e00478f21dd90b3cdaa4d52","sha256:2978ae34fc1f6126bc101a0f6a3184448a0825bdcc0b98cffc2e9a734f528a6c"],"state_sha256":"6ee2b08608048df1e3fb7f327ce270ccfc6c4ce2539444f4915eb6b8f8e6850d"}