{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2022:7XVJLG6NUSGA3JLOUSJW5Z3NYC","short_pith_number":"pith:7XVJLG6N","canonical_record":{"source":{"id":"2211.06524","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"quant-ph","submitted_at":"2022-11-12T00:21:45Z","cross_cats_sorted":["cs.AI","cs.LG"],"title_canon_sha256":"132cc2a1fb8d40bf8d042999101c812fa119d0e9b1c1e17710e31d17c1314b37","abstract_canon_sha256":"3144f9a665115b1cfbd4d31b9ea8097ec9bae27474b10bf1f7e3e5ef45991497"},"schema_version":"1.0"},"canonical_sha256":"fdea959bcda48c0da56ea4936ee76dc09b4ea511633c2e14396cfa85a11d4ada","source":{"kind":"arxiv","id":"2211.06524","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2211.06524","created_at":"2026-07-05T05:59:04Z"},{"alias_kind":"arxiv_version","alias_value":"2211.06524v2","created_at":"2026-07-05T05:59:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2211.06524","created_at":"2026-07-05T05:59:04Z"},{"alias_kind":"pith_short_12","alias_value":"7XVJLG6NUSGA","created_at":"2026-07-05T05:59:04Z"},{"alias_kind":"pith_short_16","alias_value":"7XVJLG6NUSGA3JLO","created_at":"2026-07-05T05:59:04Z"},{"alias_kind":"pith_short_8","alias_value":"7XVJLG6N","created_at":"2026-07-05T05:59:04Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2022:7XVJLG6NUSGA3JLOUSJW5Z3NYC","target":"record","payload":{"canonical_record":{"source":{"id":"2211.06524","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"quant-ph","submitted_at":"2022-11-12T00:21:45Z","cross_cats_sorted":["cs.AI","cs.LG"],"title_canon_sha256":"132cc2a1fb8d40bf8d042999101c812fa119d0e9b1c1e17710e31d17c1314b37","abstract_canon_sha256":"3144f9a665115b1cfbd4d31b9ea8097ec9bae27474b10bf1f7e3e5ef45991497"},"schema_version":"1.0"},"canonical_sha256":"fdea959bcda48c0da56ea4936ee76dc09b4ea511633c2e14396cfa85a11d4ada","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:59:04.991306Z","signature_b64":"9Yal36idrtz5Km4F98h39pDW3tFpdLI1XptDbW6AIV42zKXmBlWgp1lFvAWb/R4u8IgL2FClMckIUsxBUSEECQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"fdea959bcda48c0da56ea4936ee76dc09b4ea511633c2e14396cfa85a11d4ada","last_reissued_at":"2026-07-05T05:59:04.990805Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:59:04.990805Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2211.06524","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":"2026-07-05T05:59:04Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hCFUVfmqE4uHqPspAkospDOKZ/YXYymLTcwJADyIIj+sX+QSEiPRrE63tvCSNG2h8nj4zgkF4K/DgBs/VzJECg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-23T06:09:05.153162Z"},"content_sha256":"f75bb80f4e3c9952d8c0b7eedd7a8316967054048b9e10a67ac7f53734392040","schema_version":"1.0","event_id":"sha256:f75bb80f4e3c9952d8c0b7eedd7a8316967054048b9e10a67ac7f53734392040"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2022:7XVJLG6NUSGA3JLOUSJW5Z3NYC","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Quantum Split Neural Network Learning using Cross-Channel Pooling","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.AI","cs.LG"],"primary_cat":"quant-ph","authors_text":"Hankyul Baek, Joongheon Kim, Won Joon Yun","submitted_at":"2022-11-12T00:21:45Z","abstract_excerpt":"In recent years, the field of quantum science has attracted significant interest across various disciplines, including quantum machine learning, quantum communication, and quantum computing. Among these emerging areas, quantum federated learning (QFL) has gained particular attention due to the integration of quantum neural networks (QNNs) with traditional federated learning (FL) techniques. In this study, a novel approach entitled quantum split learning (QSL) is presented, which represents an advanced extension of classical split learning. Previous research in classical computing has demonstra"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2211.06524","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/2211.06524/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":"2026-07-05T05:59:04Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"T5WCzotSNSaUnRkshlUHglENWT8QAAZIBdZjeEM9qVK7sYDe+rHyBwFYyDOK4HpbW+DQRvP1r4fQerdv5nujDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-23T06:09:05.153758Z"},"content_sha256":"a5ff191e9945cd425741868f5d256704a9c66169dbb7c8f8284ff252618ee95a","schema_version":"1.0","event_id":"sha256:a5ff191e9945cd425741868f5d256704a9c66169dbb7c8f8284ff252618ee95a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/7XVJLG6NUSGA3JLOUSJW5Z3NYC/bundle.json","state_url":"https://pith.science/pith/7XVJLG6NUSGA3JLOUSJW5Z3NYC/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/7XVJLG6NUSGA3JLOUSJW5Z3NYC/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":"2026-08-23T06:09:05Z","links":{"resolver":"https://pith.science/pith/7XVJLG6NUSGA3JLOUSJW5Z3NYC","bundle":"https://pith.science/pith/7XVJLG6NUSGA3JLOUSJW5Z3NYC/bundle.json","state":"https://pith.science/pith/7XVJLG6NUSGA3JLOUSJW5Z3NYC/state.json","well_known_bundle":"https://pith.science/.well-known/pith/7XVJLG6NUSGA3JLOUSJW5Z3NYC/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:7XVJLG6NUSGA3JLOUSJW5Z3NYC","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":"3144f9a665115b1cfbd4d31b9ea8097ec9bae27474b10bf1f7e3e5ef45991497","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"quant-ph","submitted_at":"2022-11-12T00:21:45Z","title_canon_sha256":"132cc2a1fb8d40bf8d042999101c812fa119d0e9b1c1e17710e31d17c1314b37"},"schema_version":"1.0","source":{"id":"2211.06524","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2211.06524","created_at":"2026-07-05T05:59:04Z"},{"alias_kind":"arxiv_version","alias_value":"2211.06524v2","created_at":"2026-07-05T05:59:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2211.06524","created_at":"2026-07-05T05:59:04Z"},{"alias_kind":"pith_short_12","alias_value":"7XVJLG6NUSGA","created_at":"2026-07-05T05:59:04Z"},{"alias_kind":"pith_short_16","alias_value":"7XVJLG6NUSGA3JLO","created_at":"2026-07-05T05:59:04Z"},{"alias_kind":"pith_short_8","alias_value":"7XVJLG6N","created_at":"2026-07-05T05:59:04Z"}],"graph_snapshots":[{"event_id":"sha256:a5ff191e9945cd425741868f5d256704a9c66169dbb7c8f8284ff252618ee95a","target":"graph","created_at":"2026-07-05T05:59:04Z","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/2211.06524/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In recent years, the field of quantum science has attracted significant interest across various disciplines, including quantum machine learning, quantum communication, and quantum computing. Among these emerging areas, quantum federated learning (QFL) has gained particular attention due to the integration of quantum neural networks (QNNs) with traditional federated learning (FL) techniques. In this study, a novel approach entitled quantum split learning (QSL) is presented, which represents an advanced extension of classical split learning. Previous research in classical computing has demonstra","authors_text":"Hankyul Baek, Joongheon Kim, Won Joon Yun","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"quant-ph","submitted_at":"2022-11-12T00:21:45Z","title":"Quantum Split Neural Network Learning using Cross-Channel Pooling"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2211.06524","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:f75bb80f4e3c9952d8c0b7eedd7a8316967054048b9e10a67ac7f53734392040","target":"record","created_at":"2026-07-05T05:59:04Z","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":"3144f9a665115b1cfbd4d31b9ea8097ec9bae27474b10bf1f7e3e5ef45991497","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"quant-ph","submitted_at":"2022-11-12T00:21:45Z","title_canon_sha256":"132cc2a1fb8d40bf8d042999101c812fa119d0e9b1c1e17710e31d17c1314b37"},"schema_version":"1.0","source":{"id":"2211.06524","kind":"arxiv","version":2}},"canonical_sha256":"fdea959bcda48c0da56ea4936ee76dc09b4ea511633c2e14396cfa85a11d4ada","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"fdea959bcda48c0da56ea4936ee76dc09b4ea511633c2e14396cfa85a11d4ada","first_computed_at":"2026-07-05T05:59:04.990805Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:59:04.990805Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"9Yal36idrtz5Km4F98h39pDW3tFpdLI1XptDbW6AIV42zKXmBlWgp1lFvAWb/R4u8IgL2FClMckIUsxBUSEECQ==","signature_status":"signed_v1","signed_at":"2026-07-05T05:59:04.991306Z","signed_message":"canonical_sha256_bytes"},"source_id":"2211.06524","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f75bb80f4e3c9952d8c0b7eedd7a8316967054048b9e10a67ac7f53734392040","sha256:a5ff191e9945cd425741868f5d256704a9c66169dbb7c8f8284ff252618ee95a"],"state_sha256":"f61438a524dd56e9fe5600de2eccadfdcf273ec3f0e613c0df5e856ba76ef373"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"b28CMdlTcNDvn/jGkE52e3zC+Jv3ACOU6kYg1+e513yZ6OTFz30d2mviKO5nhouC1KlLBGGa0nBTEzu1jMdGAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-23T06:09:05.157767Z","bundle_sha256":"41607e9058746a1c6bb26b08cd91fc29cf3aee14d847059d36be2d73d5250a50"}}