{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:UUCXUN6CZKMZ6O6BWWHA3ZIPTL","short_pith_number":"pith:UUCXUN6C","canonical_record":{"source":{"id":"2408.10265","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-08-16T06:31:45Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"fb8f2b18f04edd4af449683f012215a4e96a2f1170089c8914ca9fdb060bfbcf","abstract_canon_sha256":"1486dfa908ab4f458efcb5eda56467f50d69dd1944c9e04801457bf9d5817ae5"},"schema_version":"1.0"},"canonical_sha256":"a5057a37c2ca999f3bc1b58e0de50f9adebe9631859842de4631dcf78ac2f2c5","source":{"kind":"arxiv","id":"2408.10265","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.10265","created_at":"2026-07-05T11:08:00Z"},{"alias_kind":"arxiv_version","alias_value":"2408.10265v3","created_at":"2026-07-05T11:08:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.10265","created_at":"2026-07-05T11:08:00Z"},{"alias_kind":"pith_short_12","alias_value":"UUCXUN6CZKMZ","created_at":"2026-07-05T11:08:00Z"},{"alias_kind":"pith_short_16","alias_value":"UUCXUN6CZKMZ6O6B","created_at":"2026-07-05T11:08:00Z"},{"alias_kind":"pith_short_8","alias_value":"UUCXUN6C","created_at":"2026-07-05T11:08:00Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:UUCXUN6CZKMZ6O6BWWHA3ZIPTL","target":"record","payload":{"canonical_record":{"source":{"id":"2408.10265","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-08-16T06:31:45Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"fb8f2b18f04edd4af449683f012215a4e96a2f1170089c8914ca9fdb060bfbcf","abstract_canon_sha256":"1486dfa908ab4f458efcb5eda56467f50d69dd1944c9e04801457bf9d5817ae5"},"schema_version":"1.0"},"canonical_sha256":"a5057a37c2ca999f3bc1b58e0de50f9adebe9631859842de4631dcf78ac2f2c5","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:08:00.214882Z","signature_b64":"kIVLq7kmWyPwEJ9cwYAXGkWdXLD+NezcqxFtM6Guv9Cy0aZNsQ3uhAMKIuX6fqpmbRBdsZIR+O4xkzREMUzJAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a5057a37c2ca999f3bc1b58e0de50f9adebe9631859842de4631dcf78ac2f2c5","last_reissued_at":"2026-07-05T11:08:00.214399Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:08:00.214399Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2408.10265","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:08:00Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"paHbsz6qtzAcxZpnrL/VS2ZqCv6EnyDqtPeQ9TvkTBzG/25UBzPKj8+PX6SA7GHmPgZJlWzJsOaKD28vmf6CAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T03:24:22.850395Z"},"content_sha256":"ba3f1146c7a7dcc028f76f2738fbe1d99ed230c8cc31835aaba5ba74a6543dd5","schema_version":"1.0","event_id":"sha256:ba3f1146c7a7dcc028f76f2738fbe1d99ed230c8cc31835aaba5ba74a6543dd5"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:UUCXUN6CZKMZ6O6BWWHA3ZIPTL","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Distributed and Secure Kernel-Based Quantum Machine Learning","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"quant-ph","authors_text":"Arjhun Swaminathan, Mete Akg\\\"un","submitted_at":"2024-08-16T06:31:45Z","abstract_excerpt":"Quantum computing promises to revolutionize machine learning, offering significant efficiency gains in tasks such as clustering and distance estimation. Additionally, it provides enhanced security through fundamental principles like the measurement postulate and the no-cloning theorem, enabling secure protocols such as quantum teleportation and quantum key distribution. While advancements in secure quantum machine learning are notable, the development of secure and distributed quantum analogues of kernel-based machine learning techniques remains underexplored.\n  In this work, we present a nove"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.10265","kind":"arxiv","version":3},"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/2408.10265/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":"2026-07-05T11:08:00Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"zhXKUg23PaB9U+eI+tzVva/Hv1L49Al/4TLgGUQKs9k2sYeUP7q0Nhdgg4bpeSRg18n3opWTjliorYbhgxD1DA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T03:24:22.850772Z"},"content_sha256":"3d47465fef74cf2e989ba1ed0383aade79824c4df9e86fcc69567cca612c1b78","schema_version":"1.0","event_id":"sha256:3d47465fef74cf2e989ba1ed0383aade79824c4df9e86fcc69567cca612c1b78"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/UUCXUN6CZKMZ6O6BWWHA3ZIPTL/bundle.json","state_url":"https://pith.science/pith/UUCXUN6CZKMZ6O6BWWHA3ZIPTL/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/UUCXUN6CZKMZ6O6BWWHA3ZIPTL/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":"2026-07-07T03:24:22Z","links":{"resolver":"https://pith.science/pith/UUCXUN6CZKMZ6O6BWWHA3ZIPTL","bundle":"https://pith.science/pith/UUCXUN6CZKMZ6O6BWWHA3ZIPTL/bundle.json","state":"https://pith.science/pith/UUCXUN6CZKMZ6O6BWWHA3ZIPTL/state.json","well_known_bundle":"https://pith.science/.well-known/pith/UUCXUN6CZKMZ6O6BWWHA3ZIPTL/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:UUCXUN6CZKMZ6O6BWWHA3ZIPTL","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":"1486dfa908ab4f458efcb5eda56467f50d69dd1944c9e04801457bf9d5817ae5","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-08-16T06:31:45Z","title_canon_sha256":"fb8f2b18f04edd4af449683f012215a4e96a2f1170089c8914ca9fdb060bfbcf"},"schema_version":"1.0","source":{"id":"2408.10265","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.10265","created_at":"2026-07-05T11:08:00Z"},{"alias_kind":"arxiv_version","alias_value":"2408.10265v3","created_at":"2026-07-05T11:08:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.10265","created_at":"2026-07-05T11:08:00Z"},{"alias_kind":"pith_short_12","alias_value":"UUCXUN6CZKMZ","created_at":"2026-07-05T11:08:00Z"},{"alias_kind":"pith_short_16","alias_value":"UUCXUN6CZKMZ6O6B","created_at":"2026-07-05T11:08:00Z"},{"alias_kind":"pith_short_8","alias_value":"UUCXUN6C","created_at":"2026-07-05T11:08:00Z"}],"graph_snapshots":[{"event_id":"sha256:3d47465fef74cf2e989ba1ed0383aade79824c4df9e86fcc69567cca612c1b78","target":"graph","created_at":"2026-07-05T11:08:00Z","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/2408.10265/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Quantum computing promises to revolutionize machine learning, offering significant efficiency gains in tasks such as clustering and distance estimation. Additionally, it provides enhanced security through fundamental principles like the measurement postulate and the no-cloning theorem, enabling secure protocols such as quantum teleportation and quantum key distribution. While advancements in secure quantum machine learning are notable, the development of secure and distributed quantum analogues of kernel-based machine learning techniques remains underexplored.\n  In this work, we present a nove","authors_text":"Arjhun Swaminathan, Mete Akg\\\"un","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-08-16T06:31:45Z","title":"Distributed and Secure Kernel-Based Quantum Machine Learning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.10265","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:ba3f1146c7a7dcc028f76f2738fbe1d99ed230c8cc31835aaba5ba74a6543dd5","target":"record","created_at":"2026-07-05T11:08:00Z","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":"1486dfa908ab4f458efcb5eda56467f50d69dd1944c9e04801457bf9d5817ae5","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-08-16T06:31:45Z","title_canon_sha256":"fb8f2b18f04edd4af449683f012215a4e96a2f1170089c8914ca9fdb060bfbcf"},"schema_version":"1.0","source":{"id":"2408.10265","kind":"arxiv","version":3}},"canonical_sha256":"a5057a37c2ca999f3bc1b58e0de50f9adebe9631859842de4631dcf78ac2f2c5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a5057a37c2ca999f3bc1b58e0de50f9adebe9631859842de4631dcf78ac2f2c5","first_computed_at":"2026-07-05T11:08:00.214399Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:08:00.214399Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"kIVLq7kmWyPwEJ9cwYAXGkWdXLD+NezcqxFtM6Guv9Cy0aZNsQ3uhAMKIuX6fqpmbRBdsZIR+O4xkzREMUzJAw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:08:00.214882Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.10265","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ba3f1146c7a7dcc028f76f2738fbe1d99ed230c8cc31835aaba5ba74a6543dd5","sha256:3d47465fef74cf2e989ba1ed0383aade79824c4df9e86fcc69567cca612c1b78"],"state_sha256":"1dd25583b0ee460658893817ea472a37f175ac98fff99a92dc600b56ea2313ee"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"JaxP1i8aXU04T168u7gL6nxs92i5R7gt6dXw0aCpGl58UdNq3EerU7X/8orchwHy2eVHTJNzys/RRMwv/+ilCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-07T03:24:22.852742Z","bundle_sha256":"4138a312c605b0f2d888f9397677eb25c1cbc780a0a9cf02a4f745ba1c99df23"}}