{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:KLBZ67EV2CA7FTECQ7VQQQLJNV","short_pith_number":"pith:KLBZ67EV","schema_version":"1.0","canonical_sha256":"52c39f7c95d081f2cc8287eb0841696d7d7f56468a9015aeda632cab09468c44","source":{"kind":"arxiv","id":"2511.18240","version":2},"attestation_state":"computed","paper":{"title":"Carbon-Aware Intrusion Detection: A Comparative Study of Supervised and Unsupervised DRL for Sustainable IoT Edge Gateways","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CR","authors_text":"Amin Nikanjam, Foutse Khomh, Kawser Wazed Nafi, Martine Bellaiche, Omar Abdul-Wahab, Saeid Jamshidi, Samira Keivanpour","submitted_at":"2025-11-23T00:59:27Z","abstract_excerpt":"The rapid expansion of the Internet of Things (IoT) has intensified cybersecurity challenges, particularly in mitigating Distributed Denial-of-Service (DDoS) attacks at the network edge. Traditional Intrusion Detection Systems (IDSs) face significant limitations, including poor adaptability to evolving and zero-day attacks, reliance on static signatures and labeled datasets, and inefficiency on resource-constrained edge gateways. Moreover, most existing DRL-based IDS studies overlook sustainability factors such as energy efficiency and carbon impact. To address these challenges, this paper pro"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2511.18240","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2025-11-23T00:59:27Z","cross_cats_sorted":[],"title_canon_sha256":"d5d573526720dfe6948940abd98426342401f7efc0836ad278da0e45dfa9ca35","abstract_canon_sha256":"5fc7a583a72407d0a3d2d785f24d156772ac868fdb20ec3f03f0c4a42fde924c"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-21T01:04:19.229693Z","signature_b64":"lwNxJzac/buyRKciHc/iHHvX9y3fFTnUXAPaIhKzrXtIkOX6IQhKd9k0gf0TMNgAzw8JE0ffY68zbm9l4eN4DA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"52c39f7c95d081f2cc8287eb0841696d7d7f56468a9015aeda632cab09468c44","last_reissued_at":"2026-05-21T01:04:19.228780Z","signature_status":"signed_v1","first_computed_at":"2026-05-21T01:04:19.228780Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Carbon-Aware Intrusion Detection: A Comparative Study of Supervised and Unsupervised DRL for Sustainable IoT Edge Gateways","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CR","authors_text":"Amin Nikanjam, Foutse Khomh, Kawser Wazed Nafi, Martine Bellaiche, Omar Abdul-Wahab, Saeid Jamshidi, Samira Keivanpour","submitted_at":"2025-11-23T00:59:27Z","abstract_excerpt":"The rapid expansion of the Internet of Things (IoT) has intensified cybersecurity challenges, particularly in mitigating Distributed Denial-of-Service (DDoS) attacks at the network edge. Traditional Intrusion Detection Systems (IDSs) face significant limitations, including poor adaptability to evolving and zero-day attacks, reliance on static signatures and labeled datasets, and inefficiency on resource-constrained edge gateways. Moreover, most existing DRL-based IDS studies overlook sustainability factors such as energy efficiency and carbon impact. To address these challenges, this paper pro"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2511.18240","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2511.18240/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2511.18240","created_at":"2026-05-21T01:04:19.228910+00:00"},{"alias_kind":"arxiv_version","alias_value":"2511.18240v2","created_at":"2026-05-21T01:04:19.228910+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2511.18240","created_at":"2026-05-21T01:04:19.228910+00:00"},{"alias_kind":"pith_short_12","alias_value":"KLBZ67EV2CA7","created_at":"2026-05-21T01:04:19.228910+00:00"},{"alias_kind":"pith_short_16","alias_value":"KLBZ67EV2CA7FTEC","created_at":"2026-05-21T01:04:19.228910+00:00"},{"alias_kind":"pith_short_8","alias_value":"KLBZ67EV","created_at":"2026-05-21T01:04:19.228910+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/KLBZ67EV2CA7FTECQ7VQQQLJNV","json":"https://pith.science/pith/KLBZ67EV2CA7FTECQ7VQQQLJNV.json","graph_json":"https://pith.science/api/pith-number/KLBZ67EV2CA7FTECQ7VQQQLJNV/graph.json","events_json":"https://pith.science/api/pith-number/KLBZ67EV2CA7FTECQ7VQQQLJNV/events.json","paper":"https://pith.science/paper/KLBZ67EV"},"agent_actions":{"view_html":"https://pith.science/pith/KLBZ67EV2CA7FTECQ7VQQQLJNV","download_json":"https://pith.science/pith/KLBZ67EV2CA7FTECQ7VQQQLJNV.json","view_paper":"https://pith.science/paper/KLBZ67EV","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2511.18240&json=true","fetch_graph":"https://pith.science/api/pith-number/KLBZ67EV2CA7FTECQ7VQQQLJNV/graph.json","fetch_events":"https://pith.science/api/pith-number/KLBZ67EV2CA7FTECQ7VQQQLJNV/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/KLBZ67EV2CA7FTECQ7VQQQLJNV/action/timestamp_anchor","attest_storage":"https://pith.science/pith/KLBZ67EV2CA7FTECQ7VQQQLJNV/action/storage_attestation","attest_author":"https://pith.science/pith/KLBZ67EV2CA7FTECQ7VQQQLJNV/action/author_attestation","sign_citation":"https://pith.science/pith/KLBZ67EV2CA7FTECQ7VQQQLJNV/action/citation_signature","submit_replication":"https://pith.science/pith/KLBZ67EV2CA7FTECQ7VQQQLJNV/action/replication_record"}},"created_at":"2026-05-21T01:04:19.228910+00:00","updated_at":"2026-05-21T01:04:19.228910+00:00"}