{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2021:KYQQKK7QT22QUDXH4PRJJUCM2K","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":"f8cde41001c60ad3670e84391cbfdaa957e081144deb6eacb36b57f3e10bd8fa","cross_cats_sorted":["cs.MA"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2021-11-08T03:02:25Z","title_canon_sha256":"545d91ba5b38c188f28af71f465ab9cc70e18fc6454d77b7d303aeecacd22548"},"schema_version":"1.0","source":{"id":"2111.04248","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2111.04248","created_at":"2026-07-05T03:29:57Z"},{"alias_kind":"arxiv_version","alias_value":"2111.04248v1","created_at":"2026-07-05T03:29:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2111.04248","created_at":"2026-07-05T03:29:57Z"},{"alias_kind":"pith_short_12","alias_value":"KYQQKK7QT22Q","created_at":"2026-07-05T03:29:57Z"},{"alias_kind":"pith_short_16","alias_value":"KYQQKK7QT22QUDXH","created_at":"2026-07-05T03:29:57Z"},{"alias_kind":"pith_short_8","alias_value":"KYQQKK7Q","created_at":"2026-07-05T03:29:57Z"}],"graph_snapshots":[{"event_id":"sha256:b7206fcb688d584b52e608bf8f5e29323c8d2a772fcf57e2750b2b39d833e1eb","target":"graph","created_at":"2026-07-05T03:29:57Z","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/2111.04248/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Many intelligent transportation systems are multi-agent systems, i.e., both the traffic participants and the subsystems within the transportation infrastructure can be modeled as interacting agents. The use of AI-based methods to achieve coordination among the different agents systems can provide greater safety over transportation systems containing only human-operated vehicles, and also improve the system efficiency in terms of traffic throughput, sensing range, and enabling collaborative tasks. However, increased autonomy makes the transportation infrastructure vulnerable to compromised vehi","authors_text":"Junyao Zhang, Jyotirmoy Deshmukh, Mingxi Cheng, Paul Bogdan, Shahin Nazarian","cross_cats":["cs.MA"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2021-11-08T03:02:25Z","title":"Trust-aware Control for Intelligent Transportation Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2111.04248","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":"sha256:55a9436d3e05934e50e0ee41d7575f9df09f3a39ae90cc8c56eeb6c3440bb443","target":"record","created_at":"2026-07-05T03:29:57Z","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":"f8cde41001c60ad3670e84391cbfdaa957e081144deb6eacb36b57f3e10bd8fa","cross_cats_sorted":["cs.MA"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2021-11-08T03:02:25Z","title_canon_sha256":"545d91ba5b38c188f28af71f465ab9cc70e18fc6454d77b7d303aeecacd22548"},"schema_version":"1.0","source":{"id":"2111.04248","kind":"arxiv","version":1}},"canonical_sha256":"5621052bf09eb50a0ee7e3e294d04cd2be22993adb9da16ea3795209b7aac7e4","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5621052bf09eb50a0ee7e3e294d04cd2be22993adb9da16ea3795209b7aac7e4","first_computed_at":"2026-07-05T03:29:57.036992Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T03:29:57.036992Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"tjDLTLQfCDxneP4hpqWIb7fFNTtKXYPbGo7WtsnNfxzyJEdbrTkp+Ce6OJf4ogqsQuIsVYfRlvWB33EfyCZQBw==","signature_status":"signed_v1","signed_at":"2026-07-05T03:29:57.037478Z","signed_message":"canonical_sha256_bytes"},"source_id":"2111.04248","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:55a9436d3e05934e50e0ee41d7575f9df09f3a39ae90cc8c56eeb6c3440bb443","sha256:b7206fcb688d584b52e608bf8f5e29323c8d2a772fcf57e2750b2b39d833e1eb"],"state_sha256":"67680369bdfc018080a5a79a1233f538529ba5f3cfd7682cb775ba55fc29c2d3"}