{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2011:MGJGTECZ2LA7XBLSJS2EIYYXSF","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":"587ea86082ae3f3a2c1d7cbb2ac870f971591c082d475d688286ce50382db4a9","cross_cats_sorted":["cs.CR","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DS","submitted_at":"2011-09-10T15:23:14Z","title_canon_sha256":"2656b21294b49a1d724d67232103e4ee4018c1ab4edab4e3efff236b64dda33b"},"schema_version":"1.0","source":{"id":"1109.2229","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1109.2229","created_at":"2026-05-18T04:13:38Z"},{"alias_kind":"arxiv_version","alias_value":"1109.2229v1","created_at":"2026-05-18T04:13:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1109.2229","created_at":"2026-05-18T04:13:38Z"},{"alias_kind":"pith_short_12","alias_value":"MGJGTECZ2LA7","created_at":"2026-05-18T12:26:34Z"},{"alias_kind":"pith_short_16","alias_value":"MGJGTECZ2LA7XBLS","created_at":"2026-05-18T12:26:34Z"},{"alias_kind":"pith_short_8","alias_value":"MGJGTECZ","created_at":"2026-05-18T12:26:34Z"}],"graph_snapshots":[{"event_id":"sha256:fb1481e284c4e30b4cd5ac763000af13cb4d51ea13b083d88bb208027c3ff892","target":"graph","created_at":"2026-05-18T04:13:38Z","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"},"paper":{"abstract_excerpt":"In this paper we demonstrate that, ignoring computational constraints, it is possible to privately release synthetic databases that are useful for large classes of queries -- much larger in size than the database itself. Specifically, we give a mechanism that privately releases synthetic data for a class of queries over a discrete domain with error that grows as a function of the size of the smallest net approximately representing the answers to that class of queries. We show that this in particular implies a mechanism for counting queries that gives error guarantees that grow only with the VC","authors_text":"Aaron Roth, Avrim Blum, Katrina Ligett","cross_cats":["cs.CR","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DS","submitted_at":"2011-09-10T15:23:14Z","title":"A Learning Theory Approach to Non-Interactive Database Privacy"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1109.2229","kind":"arxiv","version":1},"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":"sha256:119756c9a4c06fe093680325ec834e039ec26679f8d2bc7298ff4aa1bd76606e","target":"record","created_at":"2026-05-18T04:13:38Z","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":"587ea86082ae3f3a2c1d7cbb2ac870f971591c082d475d688286ce50382db4a9","cross_cats_sorted":["cs.CR","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DS","submitted_at":"2011-09-10T15:23:14Z","title_canon_sha256":"2656b21294b49a1d724d67232103e4ee4018c1ab4edab4e3efff236b64dda33b"},"schema_version":"1.0","source":{"id":"1109.2229","kind":"arxiv","version":1}},"canonical_sha256":"6192699059d2c1fb85724cb44463179172b89e713f7a1f4d48235615941d4022","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6192699059d2c1fb85724cb44463179172b89e713f7a1f4d48235615941d4022","first_computed_at":"2026-05-18T04:13:38.261275Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T04:13:38.261275Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"zVBOTpI3oAxxs9iIDjBl7eX6tBw1g34TzlcVI4R5+r8xIhywVHeicIvpQ4t9OwNj0qlW9KYMvsqeGAnia9vWDg==","signature_status":"signed_v1","signed_at":"2026-05-18T04:13:38.261906Z","signed_message":"canonical_sha256_bytes"},"source_id":"1109.2229","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:119756c9a4c06fe093680325ec834e039ec26679f8d2bc7298ff4aa1bd76606e","sha256:fb1481e284c4e30b4cd5ac763000af13cb4d51ea13b083d88bb208027c3ff892"],"state_sha256":"c04485512314c3d7db2892b217365064a8999def969fc9e75fb84e8a3ba153ab"}