{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2021:ATDIRUNMV66UVHLAOH5GXYYCMF","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":"b123ee654f18ad86021c08a946dd3a50b0a2cb2a82dffb2be2dc600b8f28b10b","cross_cats_sorted":["cs.DC"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CR","submitted_at":"2021-01-12T21:37:57Z","title_canon_sha256":"e4294d0c6f168c02676fe9780b61c4a5ffb24650f908dbd5eeae472bee9ce6ae"},"schema_version":"1.0","source":{"id":"2101.04766","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2101.04766","created_at":"2026-07-05T03:05:00Z"},{"alias_kind":"arxiv_version","alias_value":"2101.04766v2","created_at":"2026-07-05T03:05:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2101.04766","created_at":"2026-07-05T03:05:00Z"},{"alias_kind":"pith_short_12","alias_value":"ATDIRUNMV66U","created_at":"2026-07-05T03:05:00Z"},{"alias_kind":"pith_short_16","alias_value":"ATDIRUNMV66UVHLA","created_at":"2026-07-05T03:05:00Z"},{"alias_kind":"pith_short_8","alias_value":"ATDIRUNM","created_at":"2026-07-05T03:05:00Z"}],"graph_snapshots":[{"event_id":"sha256:9031e3d77493aa8a303271413ba103b0fbc6b0e740535efd91b94b0cc49eb57f","target":"graph","created_at":"2026-07-05T03:05:00Z","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/2101.04766/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In this paper, we outline a way to deploy a privacy-preserving protocol for multiparty Randomized Controlled Trials on the scale of 500 million rows of data and more than a billion gates. Randomized Controlled Trials (RCTs) are widely used to improve business and policy decisions in various sectors such as healthcare, education, criminology, and marketing. A Randomized Controlled Trial is a scientifically rigorous method to measure the effectiveness of a treatment. This is accomplished by randomly allocating subjects to two or more groups, treating them differently, and then comparing the outc","authors_text":"Andrew Knox, Benjamin M. Case, Erik Taubeneck, James Honaker, Li Li, Mahnush Movahedi, Sanjay Saravanan, Shubho Sengupta, Yiming Paul Li","cross_cats":["cs.DC"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CR","submitted_at":"2021-01-12T21:37:57Z","title":"Privacy-Preserving Randomized Controlled Trials: A Protocol for Industry Scale Deployment"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2101.04766","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":"sha256:84bca275f8b7c8a4d8216a874262051c1be1db6514e53fdcea0d07ff1e84490e","target":"record","created_at":"2026-07-05T03:05:00Z","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":"b123ee654f18ad86021c08a946dd3a50b0a2cb2a82dffb2be2dc600b8f28b10b","cross_cats_sorted":["cs.DC"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CR","submitted_at":"2021-01-12T21:37:57Z","title_canon_sha256":"e4294d0c6f168c02676fe9780b61c4a5ffb24650f908dbd5eeae472bee9ce6ae"},"schema_version":"1.0","source":{"id":"2101.04766","kind":"arxiv","version":2}},"canonical_sha256":"04c688d1acafbd4a9d6071fa6be3026162ff321252be970ea282e487c2f2b8c9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"04c688d1acafbd4a9d6071fa6be3026162ff321252be970ea282e487c2f2b8c9","first_computed_at":"2026-07-05T03:05:00.426693Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T03:05:00.426693Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"X99lWwu6hLQg69HsR1TvV35FWAO1+LlqDFfjAZmJnzsGr4rxqEYTEHAfhfV+Stu1fQ4UKw6tVANpRnHtA+SsDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T03:05:00.427799Z","signed_message":"canonical_sha256_bytes"},"source_id":"2101.04766","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:84bca275f8b7c8a4d8216a874262051c1be1db6514e53fdcea0d07ff1e84490e","sha256:9031e3d77493aa8a303271413ba103b0fbc6b0e740535efd91b94b0cc49eb57f"],"state_sha256":"c2ff4e39b8bc2f681d696f2b4296fb872b4a72188f4becc6c87075f01cd867aa"}