{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:C2OHAQQBKYGZGNAUL7MYSA6A4W","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":"f6ab8e354040ac09348e1ba8a49882f05460c23f3fce1c48c519256710e265d3","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2018-01-05T00:47:57Z","title_canon_sha256":"76cfb66cc8489446470d4e9e98df5d2143fa17b7aa44f01d42457ca612aa98bb"},"schema_version":"1.0","source":{"id":"1801.01594","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1801.01594","created_at":"2026-05-18T00:20:16Z"},{"alias_kind":"arxiv_version","alias_value":"1801.01594v2","created_at":"2026-05-18T00:20:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1801.01594","created_at":"2026-05-18T00:20:16Z"},{"alias_kind":"pith_short_12","alias_value":"C2OHAQQBKYGZ","created_at":"2026-05-18T12:32:16Z"},{"alias_kind":"pith_short_16","alias_value":"C2OHAQQBKYGZGNAU","created_at":"2026-05-18T12:32:16Z"},{"alias_kind":"pith_short_8","alias_value":"C2OHAQQB","created_at":"2026-05-18T12:32:16Z"}],"graph_snapshots":[{"event_id":"sha256:f9f03ca43bba0eb827f3cfd36b76c73b042ad621abcb72ffdb8e36b784666196","target":"graph","created_at":"2026-05-18T00:20:16Z","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":"Privacy-preserving releasing of complex data (e.g., image, text, audio) represents a long-standing challenge for the data mining research community. Due to rich semantics of the data and lack of a priori knowledge about the analysis task, excessive sanitization is often necessary to ensure privacy, leading to significant loss of the data utility. In this paper, we present dp-GAN, a general private releasing framework for semantic-rich data. Instead of sanitizing and then releasing the data, the data curator publishes a deep generative model which is trained using the original data in a differe","authors_text":"Shouling Ji, Ting Wang, Xinyang Zhang","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2018-01-05T00:47:57Z","title":"Differentially Private Releasing via Deep Generative Model (Technical Report)"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1801.01594","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":"sha256:9464be7aa63dc8cfb56bea729177022c0a2756e336b5eb21ef125491c7bbf48c","target":"record","created_at":"2026-05-18T00:20:16Z","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":"f6ab8e354040ac09348e1ba8a49882f05460c23f3fce1c48c519256710e265d3","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2018-01-05T00:47:57Z","title_canon_sha256":"76cfb66cc8489446470d4e9e98df5d2143fa17b7aa44f01d42457ca612aa98bb"},"schema_version":"1.0","source":{"id":"1801.01594","kind":"arxiv","version":2}},"canonical_sha256":"169c704201560d9334145fd98903c0e5bef5eab5b64436082a7c5bda68fd0cc7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"169c704201560d9334145fd98903c0e5bef5eab5b64436082a7c5bda68fd0cc7","first_computed_at":"2026-05-18T00:20:16.193107Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:20:16.193107Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"2QGCF/8pLZHtmKRI+mtWaj0a1LcTnDdFHlzICj1D1Fgaiy0SUBegix3Z8JOK/SFaC2134RmVaWVyxySdND48CQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:20:16.193753Z","signed_message":"canonical_sha256_bytes"},"source_id":"1801.01594","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9464be7aa63dc8cfb56bea729177022c0a2756e336b5eb21ef125491c7bbf48c","sha256:f9f03ca43bba0eb827f3cfd36b76c73b042ad621abcb72ffdb8e36b784666196"],"state_sha256":"62d4e95afe20b8ed9e8d6eabf28194fb226f5587fc6c148f471849fda56c92ff"}