{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:O3C23CDQZVH2JRTATBSI7SSFVK","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":"e1269e1397dbf77e217c3d2977b9e7bf3021a386ab7d982e3be9174fdf9838ce","cross_cats_sorted":["cs.AI","cs.NI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2023-10-19T17:19:38Z","title_canon_sha256":"4e1f651d928a0ea916f9bd5df2acf67c4557c2c7476c741582899847a93e40ce"},"schema_version":"1.0","source":{"id":"2310.12924","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.12924","created_at":"2026-07-05T07:05:14Z"},{"alias_kind":"arxiv_version","alias_value":"2310.12924v2","created_at":"2026-07-05T07:05:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.12924","created_at":"2026-07-05T07:05:14Z"},{"alias_kind":"pith_short_12","alias_value":"O3C23CDQZVH2","created_at":"2026-07-05T07:05:14Z"},{"alias_kind":"pith_short_16","alias_value":"O3C23CDQZVH2JRTA","created_at":"2026-07-05T07:05:14Z"},{"alias_kind":"pith_short_8","alias_value":"O3C23CDQ","created_at":"2026-07-05T07:05:14Z"}],"graph_snapshots":[{"event_id":"sha256:393d36730c9da04f50405ea76ba42a90b748604020c7e3ac52347c7237875495","target":"graph","created_at":"2026-07-05T07:05:14Z","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/2310.12924/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Existing distributed denial of service attack (DDoS) solutions cannot handle highly aggregated data rates; thus, they are unsuitable for Internet service provider (ISP) core networks. This article proposes a digital twin-enabled intelligent DDoS detection mechanism using an online learning method for autonomous systems. Our contributions are three-fold: we first design a DDoS detection architecture based on the digital twin for ISP core networks. We implemented a Yet Another Next Generation (YANG) model and an automated feature selection (AutoFS) module to handle core network data. We used an ","authors_text":"Aytac Karameseoglu, Bahadir Bal, Berk Canberk, Trung Q. Duong, Yagmur Yigit","cross_cats":["cs.AI","cs.NI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2023-10-19T17:19:38Z","title":"Digital Twin-Enabled Intelligent DDoS Detection Mechanism for Autonomous Core Networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.12924","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":"sha256:46d6fcf797d005a37e8dc2467b980a7e2524a6692616420a0c99677270dfac8a","target":"record","created_at":"2026-07-05T07:05:14Z","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":"e1269e1397dbf77e217c3d2977b9e7bf3021a386ab7d982e3be9174fdf9838ce","cross_cats_sorted":["cs.AI","cs.NI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2023-10-19T17:19:38Z","title_canon_sha256":"4e1f651d928a0ea916f9bd5df2acf67c4557c2c7476c741582899847a93e40ce"},"schema_version":"1.0","source":{"id":"2310.12924","kind":"arxiv","version":2}},"canonical_sha256":"76c5ad8870cd4fa4c66098648fca45aa9b35f5f03b823cee6483ab25bf8dd5fe","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"76c5ad8870cd4fa4c66098648fca45aa9b35f5f03b823cee6483ab25bf8dd5fe","first_computed_at":"2026-07-05T07:05:14.107433Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:05:14.107433Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"KM+7H1hlip805stlVNmWuDPcNbWUa/ITOygY9Zk89NaeWQK2dWc2T3BkrdhOJx6+T6nkqsnlTjEK5trvviRXCA==","signature_status":"signed_v1","signed_at":"2026-07-05T07:05:14.107905Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.12924","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:46d6fcf797d005a37e8dc2467b980a7e2524a6692616420a0c99677270dfac8a","sha256:393d36730c9da04f50405ea76ba42a90b748604020c7e3ac52347c7237875495"],"state_sha256":"a872a0a0da4c10f46bd098ab51e061c9a90c25abf2429737ab34c2e4ff842ed9"}