{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2017:RFSYGKFCHR2JRWBW62H557HNPA","short_pith_number":"pith:RFSYGKFC","canonical_record":{"source":{"id":"1711.06149","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2017-11-16T15:42:22Z","cross_cats_sorted":[],"title_canon_sha256":"c2322d638b192244dae2a867576ef0628548e5aafc8f96217aec539f6da530b7","abstract_canon_sha256":"f0acc4e24b04bc283d1082547b4450353eb3bda87e0d45bfab121efa023a83b0"},"schema_version":"1.0"},"canonical_sha256":"89658328a23c7498d836f68fdefced782a30fb926d16e3c53a31f64436b9995f","source":{"kind":"arxiv","id":"1711.06149","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1711.06149","created_at":"2026-07-05T03:21:03Z"},{"alias_kind":"arxiv_version","alias_value":"1711.06149v2","created_at":"2026-07-05T03:21:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1711.06149","created_at":"2026-07-05T03:21:03Z"},{"alias_kind":"pith_short_12","alias_value":"RFSYGKFCHR2J","created_at":"2026-07-05T03:21:03Z"},{"alias_kind":"pith_short_16","alias_value":"RFSYGKFCHR2JRWBW","created_at":"2026-07-05T03:21:03Z"},{"alias_kind":"pith_short_8","alias_value":"RFSYGKFC","created_at":"2026-07-05T03:21:03Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2017:RFSYGKFCHR2JRWBW62H557HNPA","target":"record","payload":{"canonical_record":{"source":{"id":"1711.06149","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2017-11-16T15:42:22Z","cross_cats_sorted":[],"title_canon_sha256":"c2322d638b192244dae2a867576ef0628548e5aafc8f96217aec539f6da530b7","abstract_canon_sha256":"f0acc4e24b04bc283d1082547b4450353eb3bda87e0d45bfab121efa023a83b0"},"schema_version":"1.0"},"canonical_sha256":"89658328a23c7498d836f68fdefced782a30fb926d16e3c53a31f64436b9995f","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T03:21:03.329767Z","signature_b64":"HVVl4CuKa/y7+N9+vHbcaMj519+mt1Xrv9/jw2X3oviuY8fPfMav33gC9ZU9vUiJcyfQ2il5owg9lcI1qJVrAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"89658328a23c7498d836f68fdefced782a30fb926d16e3c53a31f64436b9995f","last_reissued_at":"2026-07-05T03:21:03.329328Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T03:21:03.329328Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1711.06149","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T03:21:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VX2EO8l8uPITRif4xhi5LNhFbcLr7qtjcDM8UZuM1OCP8ONMu6k9jzyK5ghmIUHvbiqf3BcAOYB1JmK+pI0TDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-12T18:12:26.760277Z"},"content_sha256":"0150c6bc3946a43c1a601b6c675e719ada71d81d2ded5251fec2118bd5f9b531","schema_version":"1.0","event_id":"sha256:0150c6bc3946a43c1a601b6c675e719ada71d81d2ded5251fec2118bd5f9b531"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2017:RFSYGKFCHR2JRWBW62H557HNPA","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"MindID: Person Identification from Brain Waves through Attention-based Recurrent Neural Network","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Kaixuan Chen, Lina Yao, Salil S. Kanhere, Tao Gu, Xiang Zhang, Yunhao Liu","submitted_at":"2017-11-16T15:42:22Z","abstract_excerpt":"Person identification technology recognizes individuals by exploiting their unique, measurable physiological and behavioral characteristics. However, the state-of-the-art person identification systems have been shown to be vulnerable, e.g., contact lenses can trick iris recognition and fingerprint films can deceive fingerprint sensors. EEG (Electroencephalography)-based identification, which utilizes the users' brainwave signals for identification and offers a more resilient solution, draw a lot of attention recently. However, the accuracy still requires improvement and very little work is foc"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1711.06149","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/1711.06149/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T03:21:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"plYdoIXzA1Lh3BSjNSVov5ctYTW/3EDG35AJ7csjAy3uYD0wRe4+MPyaVqcrphL5ZXtaZqGZF/1eBuypsz2uAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-12T18:12:26.760670Z"},"content_sha256":"d228894ec0fea429d3c6402138a6f66872af58d97d42a080fea0858a4dc2ca9f","schema_version":"1.0","event_id":"sha256:d228894ec0fea429d3c6402138a6f66872af58d97d42a080fea0858a4dc2ca9f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/RFSYGKFCHR2JRWBW62H557HNPA/bundle.json","state_url":"https://pith.science/pith/RFSYGKFCHR2JRWBW62H557HNPA/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/RFSYGKFCHR2JRWBW62H557HNPA/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-12T18:12:26Z","links":{"resolver":"https://pith.science/pith/RFSYGKFCHR2JRWBW62H557HNPA","bundle":"https://pith.science/pith/RFSYGKFCHR2JRWBW62H557HNPA/bundle.json","state":"https://pith.science/pith/RFSYGKFCHR2JRWBW62H557HNPA/state.json","well_known_bundle":"https://pith.science/.well-known/pith/RFSYGKFCHR2JRWBW62H557HNPA/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:RFSYGKFCHR2JRWBW62H557HNPA","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":"f0acc4e24b04bc283d1082547b4450353eb3bda87e0d45bfab121efa023a83b0","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2017-11-16T15:42:22Z","title_canon_sha256":"c2322d638b192244dae2a867576ef0628548e5aafc8f96217aec539f6da530b7"},"schema_version":"1.0","source":{"id":"1711.06149","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1711.06149","created_at":"2026-07-05T03:21:03Z"},{"alias_kind":"arxiv_version","alias_value":"1711.06149v2","created_at":"2026-07-05T03:21:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1711.06149","created_at":"2026-07-05T03:21:03Z"},{"alias_kind":"pith_short_12","alias_value":"RFSYGKFCHR2J","created_at":"2026-07-05T03:21:03Z"},{"alias_kind":"pith_short_16","alias_value":"RFSYGKFCHR2JRWBW","created_at":"2026-07-05T03:21:03Z"},{"alias_kind":"pith_short_8","alias_value":"RFSYGKFC","created_at":"2026-07-05T03:21:03Z"}],"graph_snapshots":[{"event_id":"sha256:d228894ec0fea429d3c6402138a6f66872af58d97d42a080fea0858a4dc2ca9f","target":"graph","created_at":"2026-07-05T03:21:03Z","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/1711.06149/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Person identification technology recognizes individuals by exploiting their unique, measurable physiological and behavioral characteristics. However, the state-of-the-art person identification systems have been shown to be vulnerable, e.g., contact lenses can trick iris recognition and fingerprint films can deceive fingerprint sensors. EEG (Electroencephalography)-based identification, which utilizes the users' brainwave signals for identification and offers a more resilient solution, draw a lot of attention recently. However, the accuracy still requires improvement and very little work is foc","authors_text":"Kaixuan Chen, Lina Yao, Salil S. Kanhere, Tao Gu, Xiang Zhang, Yunhao Liu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2017-11-16T15:42:22Z","title":"MindID: Person Identification from Brain Waves through Attention-based Recurrent Neural Network"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1711.06149","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":"sha256:0150c6bc3946a43c1a601b6c675e719ada71d81d2ded5251fec2118bd5f9b531","target":"record","created_at":"2026-07-05T03:21:03Z","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":"f0acc4e24b04bc283d1082547b4450353eb3bda87e0d45bfab121efa023a83b0","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2017-11-16T15:42:22Z","title_canon_sha256":"c2322d638b192244dae2a867576ef0628548e5aafc8f96217aec539f6da530b7"},"schema_version":"1.0","source":{"id":"1711.06149","kind":"arxiv","version":2}},"canonical_sha256":"89658328a23c7498d836f68fdefced782a30fb926d16e3c53a31f64436b9995f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"89658328a23c7498d836f68fdefced782a30fb926d16e3c53a31f64436b9995f","first_computed_at":"2026-07-05T03:21:03.329328Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T03:21:03.329328Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"HVVl4CuKa/y7+N9+vHbcaMj519+mt1Xrv9/jw2X3oviuY8fPfMav33gC9ZU9vUiJcyfQ2il5owg9lcI1qJVrAw==","signature_status":"signed_v1","signed_at":"2026-07-05T03:21:03.329767Z","signed_message":"canonical_sha256_bytes"},"source_id":"1711.06149","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0150c6bc3946a43c1a601b6c675e719ada71d81d2ded5251fec2118bd5f9b531","sha256:d228894ec0fea429d3c6402138a6f66872af58d97d42a080fea0858a4dc2ca9f"],"state_sha256":"6f3d69961facca833f5bdea678d0a5cbaf7fbf4d91a6520b1d43da0f6b53e982"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"FOPyd0KkyMzst1mhHbY9Q5R3UMFpzSQYpbpXtJhAOlMiisfiBsHDqwDjbJgFmYsAZO0Ts2N5zdNDlI94vPnZAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-12T18:12:26.763059Z","bundle_sha256":"1713b71642369afd80414b4b2cd75287248666897497a5c75b2be66bf52cc6cf"}}