{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:UJWFCLGHZ5LEMMSIG4QHYOO7KJ","short_pith_number":"pith:UJWFCLGH","canonical_record":{"source":{"id":"2512.20077","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2025-12-23T06:19:14Z","cross_cats_sorted":["cs.CR"],"title_canon_sha256":"f6037d6b798a524ae257490c4a017464a57f4c06b7545edbceb66799ad6eff50","abstract_canon_sha256":"7a8f6be9441c4348bb7de8a3d36862cc7223d95bee78c553bb1edd98551e3e40"},"schema_version":"1.0"},"canonical_sha256":"a26c512cc7cf5646324837207c39df524b0833194ecdf5af2fdd926f2332c92b","source":{"kind":"arxiv","id":"2512.20077","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2512.20077","created_at":"2026-07-30T01:16:40Z"},{"alias_kind":"arxiv_version","alias_value":"2512.20077v2","created_at":"2026-07-30T01:16:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2512.20077","created_at":"2026-07-30T01:16:40Z"},{"alias_kind":"pith_short_12","alias_value":"UJWFCLGHZ5LE","created_at":"2026-07-30T01:16:40Z"},{"alias_kind":"pith_short_16","alias_value":"UJWFCLGHZ5LEMMSI","created_at":"2026-07-30T01:16:40Z"},{"alias_kind":"pith_short_8","alias_value":"UJWFCLGH","created_at":"2026-07-30T01:16:40Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:UJWFCLGHZ5LEMMSIG4QHYOO7KJ","target":"record","payload":{"canonical_record":{"source":{"id":"2512.20077","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2025-12-23T06:19:14Z","cross_cats_sorted":["cs.CR"],"title_canon_sha256":"f6037d6b798a524ae257490c4a017464a57f4c06b7545edbceb66799ad6eff50","abstract_canon_sha256":"7a8f6be9441c4348bb7de8a3d36862cc7223d95bee78c553bb1edd98551e3e40"},"schema_version":"1.0"},"canonical_sha256":"a26c512cc7cf5646324837207c39df524b0833194ecdf5af2fdd926f2332c92b","receipt":{"kind":"pith_receipt","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a26c512cc7cf5646324837207c39df524b0833194ecdf5af2fdd926f2332c92b","last_reissued_at":"2026-07-30T01:16:40.958633Z","signature_status":"unsigned_v0","first_computed_at":"2026-07-30T01:16:40.958633Z"},"source_kind":"arxiv","source_id":"2512.20077","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":"2026-07-30T01:16:40Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"3U2hV6liRwMNstNEzzuadS5tru1KbQfIUwU7n8FpHABaSqA4zjWOu/a5ThjVmKzmCqKUJLeZODNz8axwUwsGAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T13:29:14.570329Z"},"content_sha256":"a6bc8c3a0799c522d2c264924b8b4053aa89c42a835cdf26b862da2b076aa541","schema_version":"1.0","event_id":"sha256:a6bc8c3a0799c522d2c264924b8b4053aa89c42a835cdf26b862da2b076aa541"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:UJWFCLGHZ5LEMMSIG4QHYOO7KJ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Fault Attacks on ML-based Quantum Control and Error Correction","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CR"],"primary_cat":"quant-ph","authors_text":"Anthony Etim, Jakub Szefer","submitted_at":"2025-12-23T06:19:14Z","abstract_excerpt":"Machine-learning (ML) models are increasingly used in quantum computing systems to discriminate multi-qubit readouts, mitigate correlated readout errors, and decode quantum error-correcting codes, making them an integral component of today's quantum computer control and readout stacks. This paper is the first to analyze the susceptibility of such ML models to physical fault injection, which can cause quantum computers to return incorrect results or perform wrong error correction operation. This work studies two representative architectures: (i) a fully connected neural network for 5-qubit (32-"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2512.20077","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/2512.20077/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":"2026-07-30T01:16:40Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"YWzpq48lxZAb6fTltMaiNrs8q6QbK3O2NwEaQY/4GHdREwaEFQyBzItSmyQlEcKlsu7B8PmCfOjkcMKDqsSTBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T13:29:14.570838Z"},"content_sha256":"8fa4be600ddaf540d6cbbf09d5a7a457cd5b9881c1bfdf45a2a8e0d35fd48a2c","schema_version":"1.0","event_id":"sha256:8fa4be600ddaf540d6cbbf09d5a7a457cd5b9881c1bfdf45a2a8e0d35fd48a2c"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/UJWFCLGHZ5LEMMSIG4QHYOO7KJ/bundle.json","state_url":"https://pith.science/pith/UJWFCLGHZ5LEMMSIG4QHYOO7KJ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/UJWFCLGHZ5LEMMSIG4QHYOO7KJ/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":"2026-08-11T13:29:14Z","links":{"resolver":"https://pith.science/pith/UJWFCLGHZ5LEMMSIG4QHYOO7KJ","bundle":"https://pith.science/pith/UJWFCLGHZ5LEMMSIG4QHYOO7KJ/bundle.json","state":"https://pith.science/pith/UJWFCLGHZ5LEMMSIG4QHYOO7KJ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/UJWFCLGHZ5LEMMSIG4QHYOO7KJ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:UJWFCLGHZ5LEMMSIG4QHYOO7KJ","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":"7a8f6be9441c4348bb7de8a3d36862cc7223d95bee78c553bb1edd98551e3e40","cross_cats_sorted":["cs.CR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2025-12-23T06:19:14Z","title_canon_sha256":"f6037d6b798a524ae257490c4a017464a57f4c06b7545edbceb66799ad6eff50"},"schema_version":"1.0","source":{"id":"2512.20077","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2512.20077","created_at":"2026-07-30T01:16:40Z"},{"alias_kind":"arxiv_version","alias_value":"2512.20077v2","created_at":"2026-07-30T01:16:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2512.20077","created_at":"2026-07-30T01:16:40Z"},{"alias_kind":"pith_short_12","alias_value":"UJWFCLGHZ5LE","created_at":"2026-07-30T01:16:40Z"},{"alias_kind":"pith_short_16","alias_value":"UJWFCLGHZ5LEMMSI","created_at":"2026-07-30T01:16:40Z"},{"alias_kind":"pith_short_8","alias_value":"UJWFCLGH","created_at":"2026-07-30T01:16:40Z"}],"graph_snapshots":[{"event_id":"sha256:8fa4be600ddaf540d6cbbf09d5a7a457cd5b9881c1bfdf45a2a8e0d35fd48a2c","target":"graph","created_at":"2026-07-30T01:16:40Z","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/2512.20077/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Machine-learning (ML) models are increasingly used in quantum computing systems to discriminate multi-qubit readouts, mitigate correlated readout errors, and decode quantum error-correcting codes, making them an integral component of today's quantum computer control and readout stacks. This paper is the first to analyze the susceptibility of such ML models to physical fault injection, which can cause quantum computers to return incorrect results or perform wrong error correction operation. This work studies two representative architectures: (i) a fully connected neural network for 5-qubit (32-","authors_text":"Anthony Etim, Jakub Szefer","cross_cats":["cs.CR"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2025-12-23T06:19:14Z","title":"Fault Attacks on ML-based Quantum Control and Error Correction"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2512.20077","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:a6bc8c3a0799c522d2c264924b8b4053aa89c42a835cdf26b862da2b076aa541","target":"record","created_at":"2026-07-30T01:16:40Z","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":"7a8f6be9441c4348bb7de8a3d36862cc7223d95bee78c553bb1edd98551e3e40","cross_cats_sorted":["cs.CR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2025-12-23T06:19:14Z","title_canon_sha256":"f6037d6b798a524ae257490c4a017464a57f4c06b7545edbceb66799ad6eff50"},"schema_version":"1.0","source":{"id":"2512.20077","kind":"arxiv","version":2}},"canonical_sha256":"a26c512cc7cf5646324837207c39df524b0833194ecdf5af2fdd926f2332c92b","receipt":{"builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a26c512cc7cf5646324837207c39df524b0833194ecdf5af2fdd926f2332c92b","first_computed_at":"2026-07-30T01:16:40.958633Z","kind":"pith_receipt","last_reissued_at":"2026-07-30T01:16:40.958633Z","receipt_version":"0.3","signature_status":"unsigned_v0"},"source_id":"2512.20077","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a6bc8c3a0799c522d2c264924b8b4053aa89c42a835cdf26b862da2b076aa541","sha256:8fa4be600ddaf540d6cbbf09d5a7a457cd5b9881c1bfdf45a2a8e0d35fd48a2c"],"state_sha256":"9d4068769f2b91169e2655ae863e1ecc5969a58e5307cced2107a3ea85aa3505"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"p3youRuLgQxf2ymgnqoS4Y/sbIpisGAKDlBj+ufjnQGGk4YqqN20hNEhciMIuJsDFzTRIl+AYTtJQzsaiv/kCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-11T13:29:14.574646Z","bundle_sha256":"02b365f77b8f0cafe57047f25915bfbf47a5fe71bf3822e02fa1ecb9655c2684"}}