{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:BXZ5PE6Y2AMP4QQN4OX6BDVSFB","short_pith_number":"pith:BXZ5PE6Y","schema_version":"1.0","canonical_sha256":"0df3d793d8d018fe420de3afe08eb2287ff7514ce23e9a9b7b10d781309278d8","source":{"kind":"arxiv","id":"2411.08640","version":1},"attestation_state":"computed","paper":{"title":"Towards Secure Intelligent O-RAN Architecture: Vulnerabilities, Threats and Promising Technical Solutions using LLMs","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"cs.CR","authors_text":"Chafika Benzaid, JaeSeung Song, Marcos Katz, Mojdeh Karbalaee Motalleb, Tarik Taleb, Vahid Shah-Mansouri","submitted_at":"2024-11-13T14:31:52Z","abstract_excerpt":"The evolution of wireless communication systems will be fundamentally impacted by an open radio access network (O-RAN), a new concept defining an intelligent architecture with enhanced flexibility, openness, and the ability to slice services more efficiently. For all its promises, and like any technological advancement, O-RAN is not without risks that need to be carefully assessed and properly addressed to accelerate its wide adoption in future mobile networks. In this paper, we present an in-depth security analysis of the O-RAN architecture, discussing the potential threats that may arise in "},"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":"2411.08640","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2024-11-13T14:31:52Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"feba89133681f1d5a907ba0a45af280370d4bfb1715a136f0c41848ca2973706","abstract_canon_sha256":"a3364deadffa36e16ea0cd97c0cc80f4a3695d0013c9fbc016dcdfd5b7eb7fcf"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:35:00.078796Z","signature_b64":"UdaOIgGwsDTZP5lCXbga7x+/bmYiBLDr961M0/Pg1UisBaUM+3yHiJB1MQutHnJLXt7+eM5lKkpmeGkBwr13Dg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0df3d793d8d018fe420de3afe08eb2287ff7514ce23e9a9b7b10d781309278d8","last_reissued_at":"2026-07-05T09:35:00.078459Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:35:00.078459Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Towards Secure Intelligent O-RAN Architecture: Vulnerabilities, Threats and Promising Technical Solutions using LLMs","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"cs.CR","authors_text":"Chafika Benzaid, JaeSeung Song, Marcos Katz, Mojdeh Karbalaee Motalleb, Tarik Taleb, Vahid Shah-Mansouri","submitted_at":"2024-11-13T14:31:52Z","abstract_excerpt":"The evolution of wireless communication systems will be fundamentally impacted by an open radio access network (O-RAN), a new concept defining an intelligent architecture with enhanced flexibility, openness, and the ability to slice services more efficiently. For all its promises, and like any technological advancement, O-RAN is not without risks that need to be carefully assessed and properly addressed to accelerate its wide adoption in future mobile networks. In this paper, we present an in-depth security analysis of the O-RAN architecture, discussing the potential threats that may arise in "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.08640","kind":"arxiv","version":1},"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/2411.08640/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":"2411.08640","created_at":"2026-07-05T09:35:00.078510+00:00"},{"alias_kind":"arxiv_version","alias_value":"2411.08640v1","created_at":"2026-07-05T09:35:00.078510+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.08640","created_at":"2026-07-05T09:35:00.078510+00:00"},{"alias_kind":"pith_short_12","alias_value":"BXZ5PE6Y2AMP","created_at":"2026-07-05T09:35:00.078510+00:00"},{"alias_kind":"pith_short_16","alias_value":"BXZ5PE6Y2AMP4QQN","created_at":"2026-07-05T09:35:00.078510+00:00"},{"alias_kind":"pith_short_8","alias_value":"BXZ5PE6Y","created_at":"2026-07-05T09:35:00.078510+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":1,"internal_anchor_count":1,"sample":[{"citing_arxiv_id":"2505.21518","citing_title":"Resilient LLM-Empowered Semantic MAC Protocols via Zero-Shot Adaptation and Knowledge Distillation","ref_index":14,"is_internal_anchor":true}]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/BXZ5PE6Y2AMP4QQN4OX6BDVSFB","json":"https://pith.science/pith/BXZ5PE6Y2AMP4QQN4OX6BDVSFB.json","graph_json":"https://pith.science/api/pith-number/BXZ5PE6Y2AMP4QQN4OX6BDVSFB/graph.json","events_json":"https://pith.science/api/pith-number/BXZ5PE6Y2AMP4QQN4OX6BDVSFB/events.json","paper":"https://pith.science/paper/BXZ5PE6Y"},"agent_actions":{"view_html":"https://pith.science/pith/BXZ5PE6Y2AMP4QQN4OX6BDVSFB","download_json":"https://pith.science/pith/BXZ5PE6Y2AMP4QQN4OX6BDVSFB.json","view_paper":"https://pith.science/paper/BXZ5PE6Y","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2411.08640&json=true","fetch_graph":"https://pith.science/api/pith-number/BXZ5PE6Y2AMP4QQN4OX6BDVSFB/graph.json","fetch_events":"https://pith.science/api/pith-number/BXZ5PE6Y2AMP4QQN4OX6BDVSFB/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/BXZ5PE6Y2AMP4QQN4OX6BDVSFB/action/timestamp_anchor","attest_storage":"https://pith.science/pith/BXZ5PE6Y2AMP4QQN4OX6BDVSFB/action/storage_attestation","attest_author":"https://pith.science/pith/BXZ5PE6Y2AMP4QQN4OX6BDVSFB/action/author_attestation","sign_citation":"https://pith.science/pith/BXZ5PE6Y2AMP4QQN4OX6BDVSFB/action/citation_signature","submit_replication":"https://pith.science/pith/BXZ5PE6Y2AMP4QQN4OX6BDVSFB/action/replication_record"}},"created_at":"2026-07-05T09:35:00.078510+00:00","updated_at":"2026-07-05T09:35:00.078510+00:00"}