{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:U46IO4SHN2JDLQ6SRAXDPYFP3W","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":"a3c334a89a4419f3b65a55f852737f735708a2d448d6e1a3f01a0872c1dd0c73","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2024-11-21T13:15:26Z","title_canon_sha256":"a5d27b358a7ea32afff7a6885f7e607c5aef20e6f264fe7700f3d47e3d057f7b"},"schema_version":"1.0","source":{"id":"2411.14512","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.14512","created_at":"2026-07-05T09:38:52Z"},{"alias_kind":"arxiv_version","alias_value":"2411.14512v1","created_at":"2026-07-05T09:38:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.14512","created_at":"2026-07-05T09:38:52Z"},{"alias_kind":"pith_short_12","alias_value":"U46IO4SHN2JD","created_at":"2026-07-05T09:38:52Z"},{"alias_kind":"pith_short_16","alias_value":"U46IO4SHN2JDLQ6S","created_at":"2026-07-05T09:38:52Z"},{"alias_kind":"pith_short_8","alias_value":"U46IO4SH","created_at":"2026-07-05T09:38:52Z"}],"graph_snapshots":[{"event_id":"sha256:749670eb727ae4baf34e4c7458ce11f2b932f793389b78606ed9d81d1d0063de","target":"graph","created_at":"2026-07-05T09:38:52Z","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/2411.14512/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"A distributed denial-of-service (DDoS) attack is an attempt to produce humongous traffic within a network by overwhelming a targeted server or its neighboring infrastructure with a flood of service requests ceaselessly coming from multiple remotely controlled malware-infected computers or network-connected devices. Thus, exploring DDoS attacks by recognizing their functionalities and differentiating them from normal traffic services are the primary concerns of network security issues particularly for online businesses. In modern networks, most DDoS attacks occur in the network and application ","authors_text":"Arthy Anjum, Mohammad Arafat Ullah, Rashedul Amin Tuhin, Shamim Akhter","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2024-11-21T13:15:26Z","title":"Detecting Distributed Denial of Service Attacks Using Logistic Regression and SVM Methods"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.14512","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":"sha256:21465ccd9509e7380d1e83a545fdbe3b18c644a0066b50c7f265d35a5c002704","target":"record","created_at":"2026-07-05T09:38:52Z","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":"a3c334a89a4419f3b65a55f852737f735708a2d448d6e1a3f01a0872c1dd0c73","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2024-11-21T13:15:26Z","title_canon_sha256":"a5d27b358a7ea32afff7a6885f7e607c5aef20e6f264fe7700f3d47e3d057f7b"},"schema_version":"1.0","source":{"id":"2411.14512","kind":"arxiv","version":1}},"canonical_sha256":"a73c8772476e9235c3d2882e37e0afdd9ea49c34f62e22891fce061124e16fdd","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a73c8772476e9235c3d2882e37e0afdd9ea49c34f62e22891fce061124e16fdd","first_computed_at":"2026-07-05T09:38:52.552636Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:38:52.552636Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"upmxWjezCuT7ubCKhC5coTRKwQiYjEmEJyxHuIYI3J9Tmg2wFK/XR4LOj2IwW6lNOwxSd9Ssz9kf+D4NJ6kPBg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:38:52.553023Z","signed_message":"canonical_sha256_bytes"},"source_id":"2411.14512","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:21465ccd9509e7380d1e83a545fdbe3b18c644a0066b50c7f265d35a5c002704","sha256:749670eb727ae4baf34e4c7458ce11f2b932f793389b78606ed9d81d1d0063de"],"state_sha256":"767be069d00db6dcf3647eaa798823ad91e1b166b1c2a5e97a7be28e7a4e5a9a"}