{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:6JLTDJEOZVQNCHYYR55MGHCSSS","short_pith_number":"pith:6JLTDJEO","canonical_record":{"source":{"id":"2411.05442","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2024-11-08T09:40:53Z","cross_cats_sorted":[],"title_canon_sha256":"4ad26fa27e5f46dc59b663b6dacc85d8705c7d862c52ab55eb782e3fd061c1cf","abstract_canon_sha256":"262a99c89cf318f3aaf21e0dee331a6fb44601f47ddac8af143e8bf8dedeb315"},"schema_version":"1.0"},"canonical_sha256":"f25731a48ecd60d11f188f7ac31c529490ced6118d30c42bfbc1363db4e660fe","source":{"kind":"arxiv","id":"2411.05442","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.05442","created_at":"2026-07-05T09:33:01Z"},{"alias_kind":"arxiv_version","alias_value":"2411.05442v1","created_at":"2026-07-05T09:33:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.05442","created_at":"2026-07-05T09:33:01Z"},{"alias_kind":"pith_short_12","alias_value":"6JLTDJEOZVQN","created_at":"2026-07-05T09:33:01Z"},{"alias_kind":"pith_short_16","alias_value":"6JLTDJEOZVQNCHYY","created_at":"2026-07-05T09:33:01Z"},{"alias_kind":"pith_short_8","alias_value":"6JLTDJEO","created_at":"2026-07-05T09:33:01Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:6JLTDJEOZVQNCHYYR55MGHCSSS","target":"record","payload":{"canonical_record":{"source":{"id":"2411.05442","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2024-11-08T09:40:53Z","cross_cats_sorted":[],"title_canon_sha256":"4ad26fa27e5f46dc59b663b6dacc85d8705c7d862c52ab55eb782e3fd061c1cf","abstract_canon_sha256":"262a99c89cf318f3aaf21e0dee331a6fb44601f47ddac8af143e8bf8dedeb315"},"schema_version":"1.0"},"canonical_sha256":"f25731a48ecd60d11f188f7ac31c529490ced6118d30c42bfbc1363db4e660fe","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:33:01.132133Z","signature_b64":"CnIqIRTUNvcSfwzkg8vOoS3s+IkpDGypGQNbCwVsqVIX0QxIxpco7grP5EwvvTxsBWHYbdTpVcW8IqQ25eh1CA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f25731a48ecd60d11f188f7ac31c529490ced6118d30c42bfbc1363db4e660fe","last_reissued_at":"2026-07-05T09:33:01.131560Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:33:01.131560Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2411.05442","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:33:01Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"q6wWClinUB1sxrLg+MMHzBsosffGCno2UlcueKdnNgID0R7PkovLbYOiK8lNm1t4iUav4pbggfdU89Ug/9eXBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T01:47:05.642116Z"},"content_sha256":"0159453c0f15316943df93fead8f5eeb5990b675a76e4de52f25be96703c7342","schema_version":"1.0","event_id":"sha256:0159453c0f15316943df93fead8f5eeb5990b675a76e4de52f25be96703c7342"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:6JLTDJEOZVQNCHYYR55MGHCSSS","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"IntellBot: Retrieval Augmented LLM Chatbot for Cyber Threat Knowledge Delivery","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.IR","authors_text":"Abhinav M., Dincy R. Arikkat, K. S. Arunima, Mauro Conti, Navya Biju, Navya Binu, Parvathi M., Rafidha Rehiman K. A., Vinod P.","submitted_at":"2024-11-08T09:40:53Z","abstract_excerpt":"In the rapidly evolving landscape of cyber security, intelligent chatbots are gaining prominence. Artificial Intelligence, Machine Learning, and Natural Language Processing empower these chatbots to handle user inquiries and deliver threat intelligence. This helps cyber security knowledge readily available to both professionals and the public. Traditional rule-based chatbots often lack flexibility and struggle to adapt to user interactions. In contrast, Large Language Model-based chatbots offer contextually relevant information across multiple domains and adapt to evolving conversational conte"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.05442","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/2411.05442/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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:33:01Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"7HyUx2c9K2xQBluggUBzxjJeBttPf8w/jTdgIRVP7OQVhf8OQ/iWBuE6js1vgznoU9CTXopvCiaz01KV4h44Bw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T01:47:05.643005Z"},"content_sha256":"81145d6f3ac9f2865a6ebdf3c38945854e4fecf56e4a882477463cf678d7340b","schema_version":"1.0","event_id":"sha256:81145d6f3ac9f2865a6ebdf3c38945854e4fecf56e4a882477463cf678d7340b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6JLTDJEOZVQNCHYYR55MGHCSSS/bundle.json","state_url":"https://pith.science/pith/6JLTDJEOZVQNCHYYR55MGHCSSS/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6JLTDJEOZVQNCHYYR55MGHCSSS/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-11T01:47:05Z","links":{"resolver":"https://pith.science/pith/6JLTDJEOZVQNCHYYR55MGHCSSS","bundle":"https://pith.science/pith/6JLTDJEOZVQNCHYYR55MGHCSSS/bundle.json","state":"https://pith.science/pith/6JLTDJEOZVQNCHYYR55MGHCSSS/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6JLTDJEOZVQNCHYYR55MGHCSSS/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:6JLTDJEOZVQNCHYYR55MGHCSSS","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":"262a99c89cf318f3aaf21e0dee331a6fb44601f47ddac8af143e8bf8dedeb315","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2024-11-08T09:40:53Z","title_canon_sha256":"4ad26fa27e5f46dc59b663b6dacc85d8705c7d862c52ab55eb782e3fd061c1cf"},"schema_version":"1.0","source":{"id":"2411.05442","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.05442","created_at":"2026-07-05T09:33:01Z"},{"alias_kind":"arxiv_version","alias_value":"2411.05442v1","created_at":"2026-07-05T09:33:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.05442","created_at":"2026-07-05T09:33:01Z"},{"alias_kind":"pith_short_12","alias_value":"6JLTDJEOZVQN","created_at":"2026-07-05T09:33:01Z"},{"alias_kind":"pith_short_16","alias_value":"6JLTDJEOZVQNCHYY","created_at":"2026-07-05T09:33:01Z"},{"alias_kind":"pith_short_8","alias_value":"6JLTDJEO","created_at":"2026-07-05T09:33:01Z"}],"graph_snapshots":[{"event_id":"sha256:81145d6f3ac9f2865a6ebdf3c38945854e4fecf56e4a882477463cf678d7340b","target":"graph","created_at":"2026-07-05T09:33:01Z","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/2411.05442/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In the rapidly evolving landscape of cyber security, intelligent chatbots are gaining prominence. Artificial Intelligence, Machine Learning, and Natural Language Processing empower these chatbots to handle user inquiries and deliver threat intelligence. This helps cyber security knowledge readily available to both professionals and the public. Traditional rule-based chatbots often lack flexibility and struggle to adapt to user interactions. In contrast, Large Language Model-based chatbots offer contextually relevant information across multiple domains and adapt to evolving conversational conte","authors_text":"Abhinav M., Dincy R. Arikkat, K. S. Arunima, Mauro Conti, Navya Biju, Navya Binu, Parvathi M., Rafidha Rehiman K. A., Vinod P.","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2024-11-08T09:40:53Z","title":"IntellBot: Retrieval Augmented LLM Chatbot for Cyber Threat Knowledge Delivery"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.05442","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":"sha256:0159453c0f15316943df93fead8f5eeb5990b675a76e4de52f25be96703c7342","target":"record","created_at":"2026-07-05T09:33:01Z","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":"262a99c89cf318f3aaf21e0dee331a6fb44601f47ddac8af143e8bf8dedeb315","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2024-11-08T09:40:53Z","title_canon_sha256":"4ad26fa27e5f46dc59b663b6dacc85d8705c7d862c52ab55eb782e3fd061c1cf"},"schema_version":"1.0","source":{"id":"2411.05442","kind":"arxiv","version":1}},"canonical_sha256":"f25731a48ecd60d11f188f7ac31c529490ced6118d30c42bfbc1363db4e660fe","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f25731a48ecd60d11f188f7ac31c529490ced6118d30c42bfbc1363db4e660fe","first_computed_at":"2026-07-05T09:33:01.131560Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:33:01.131560Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"CnIqIRTUNvcSfwzkg8vOoS3s+IkpDGypGQNbCwVsqVIX0QxIxpco7grP5EwvvTxsBWHYbdTpVcW8IqQ25eh1CA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:33:01.132133Z","signed_message":"canonical_sha256_bytes"},"source_id":"2411.05442","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0159453c0f15316943df93fead8f5eeb5990b675a76e4de52f25be96703c7342","sha256:81145d6f3ac9f2865a6ebdf3c38945854e4fecf56e4a882477463cf678d7340b"],"state_sha256":"dd5c847a43f084867dc357d992f0f354589a2d3ab6b4654862397c2a7db8cc2a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DsvvvzGVpHXxaV8QR550q3wU7DhD6cOoQRrYHTWAmNDx8F+yKF07RAclbIvxqSjnZdbVF9ozgCBy5tD/1x89Aw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-11T01:47:05.652554Z","bundle_sha256":"7fd036cc252b17c5f3422781c98e19d6fcbb2b6a91aca0f28e5232cb3e89daae"}}