{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:XDY3REDOO45PC3KKAQPIDXLXXV","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":"384b3587ccade045bab69ff61894a551038c40d776f6a06019731bf9c58702a6","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2019-07-17T08:13:56Z","title_canon_sha256":"6d89a91d380ae772d01d648ef7998c3785b7b9efa7b6b908b1c57c52b0435de3"},"schema_version":"1.0","source":{"id":"1907.07377","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1907.07377","created_at":"2026-05-17T23:40:22Z"},{"alias_kind":"arxiv_version","alias_value":"1907.07377v1","created_at":"2026-05-17T23:40:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1907.07377","created_at":"2026-05-17T23:40:22Z"},{"alias_kind":"pith_short_12","alias_value":"XDY3REDOO45P","created_at":"2026-05-18T12:33:33Z"},{"alias_kind":"pith_short_16","alias_value":"XDY3REDOO45PC3KK","created_at":"2026-05-18T12:33:33Z"},{"alias_kind":"pith_short_8","alias_value":"XDY3REDO","created_at":"2026-05-18T12:33:33Z"}],"graph_snapshots":[{"event_id":"sha256:a1eb8c58836bdc2daffac8adb53deaf42f6091a2d4dbb5dfc7beeab5f1e07d5a","target":"graph","created_at":"2026-05-17T23:40:22Z","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":"A Controller Area Network (CAN) bus in the vehicles is an efficient standard bus enabling communication between all Electronic Control Units (ECU). However, CAN bus is not enough to protect itself because of lack of security features. To detect suspicious network connections effectively, the intrusion detection system (IDS) is strongly required. Unlike the traditional IDS for Internet, there are small number of known attack signatures for vehicle networks. Also, IDS for vehicle requires high accuracy because any false-positive error can seriously affect the safety of the driver. To solve this ","authors_text":"Eunbi Seo, Huy Kang Kim, Hyun Min Song","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2019-07-17T08:13:56Z","title":"GIDS: GAN based Intrusion Detection System for In-Vehicle Network"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1907.07377","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:b98b35e24d86ba8d0a0d66a7d0b78ae21563d1db0e9e091a18fbaaf15a8235fe","target":"record","created_at":"2026-05-17T23:40:22Z","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":"384b3587ccade045bab69ff61894a551038c40d776f6a06019731bf9c58702a6","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2019-07-17T08:13:56Z","title_canon_sha256":"6d89a91d380ae772d01d648ef7998c3785b7b9efa7b6b908b1c57c52b0435de3"},"schema_version":"1.0","source":{"id":"1907.07377","kind":"arxiv","version":1}},"canonical_sha256":"b8f1b8906e773af16d4a041e81dd77bd5dd3e7eb7ac6d264ae9d57450d0a05d2","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b8f1b8906e773af16d4a041e81dd77bd5dd3e7eb7ac6d264ae9d57450d0a05d2","first_computed_at":"2026-05-17T23:40:22.431522Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:40:22.431522Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Vhzbo1tFvM6hqUwdRYrLQkQt7jZztzzBIdHawrHI86u9ljCa44ix6bYlLs4yHnQ9UxitfHu5+PC5RQjeinWpBQ==","signature_status":"signed_v1","signed_at":"2026-05-17T23:40:22.432119Z","signed_message":"canonical_sha256_bytes"},"source_id":"1907.07377","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b98b35e24d86ba8d0a0d66a7d0b78ae21563d1db0e9e091a18fbaaf15a8235fe","sha256:a1eb8c58836bdc2daffac8adb53deaf42f6091a2d4dbb5dfc7beeab5f1e07d5a"],"state_sha256":"c992af493014c2c13dee6acb3523c3da0cbd5589a35799dbc7d9b921391e0f46"}