{"as_of":"2026-08-05T22:51:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:069325fa054670e2a0c2f599a56b9f4179e903c24333f0818c873698ffc64ba9","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":8,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":8,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-05T06:32:48.257954+00:00","state":"measured"},{"denominator":8,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":8,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-03T22:12:31.413194Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-02T10:26:51.421959Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2504.13474","last_updated":"2025-04-18T05:32:47Z","snapshot_observed_at":"2026-07-06T21:11:20.262007Z","submitted_at":"2025-04-18T05:32:47Z","title":"Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.13474","snapshot_observed_at":"2026-08-03T22:12:31.413194Z","title":"Everything you wanted to know about llm-based vulnerability de- tection but were afraid to ask,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.11896","last_updated":"2026-05-26T18:40:13Z","snapshot_observed_at":"2026-08-03T22:12:30.806960Z","submitted_at":"2025-11-14T21:57:48Z","title":"VULPO: Context-Aware Vulnerability Detection via On-Policy LLM Optimization","version":3},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-03T22:12:31.413194Z"},"links":{"cited_paper":"/paper/2504.13474","citing_paper":"/paper/2511.11896"},"observation_digest":"sha256:b0e785062d7baa2bcba72cb35a8082148d91c481e19bd5ad853f8ec2dc59a801","observation_id":"f09123df-7ece-4196-b89a-c72f527cbad9","resolution":{"observed_at":"2026-08-03T22:12:31.413194Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.13474","last_updated":"2025-04-18T05:32:47Z","snapshot_observed_at":"2026-07-06T21:11:20.262007Z","submitted_at":"2025-04-18T05:32:47Z","title":"Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask","version":1},"cited_work":{"arxiv_id":"2504.13474","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2504.13474","snapshot_observed_at":"2026-07-02T10:26:51.421959Z","title":"Every- thing you wanted to know about LLM-based vulnera- bility detection but were afraid to ask","venue":null,"work_id":"7b8380d1-4792-41f7-bf1c-4152716282bc","year":2025},"citing_paper":{"arxiv_id":"2601.22655","last_updated":"2026-05-21T13:02:56Z","snapshot_observed_at":"2026-08-02T09:45:03.015129Z","submitted_at":"2026-01-30T07:19:17Z","title":"Do Fine-Tuned LLMs Understand Vulnerabilities? An Investigation into the Semantic Trap","version":3},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-22T11:38:16.149523Z"},"links":{"cited_paper":"/paper/2504.13474","citing_paper":"/paper/2601.22655"},"observation_digest":"sha256:dbc6d3e3d0020dc634f86655d89e769a39e07050395179e2c8c3487d84ca4cb7","observation_id":"f525e389-877f-43d7-b5e2-f91350df5251","resolution":{"observed_at":"2026-05-22T11:41:30.210675Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.13474","last_updated":"2025-04-18T05:32:47Z","snapshot_observed_at":"2026-07-06T21:11:20.262007Z","submitted_at":"2025-04-18T05:32:47Z","title":"Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask","version":1},"cited_work":{"arxiv_id":"2504.13474","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2504.13474","snapshot_observed_at":"2026-07-02T10:26:51.421959Z","title":"Every- thing you wanted to know about LLM-based vulnera- bility detection but were afraid to ask","venue":null,"work_id":"7b8380d1-4792-41f7-bf1c-4152716282bc","year":2025},"citing_paper":{"arxiv_id":"2605.06184","last_updated":"2026-05-07T13:01:06Z","snapshot_observed_at":"2026-07-06T23:18:41.400741Z","submitted_at":"2026-05-07T13:01:06Z","title":"Teaching LLMs Program Semantics via Symbolic Execution Traces","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-08T08:56:25.022619Z"},"links":{"cited_paper":"/paper/2504.13474","citing_paper":"/paper/2605.06184"},"observation_digest":"sha256:f829055042b91b265eb0fa7d39bd46bb94adad5f89321bb271b16e0886e9318d","observation_id":"ab3194f3-7c3b-486d-8eb2-d417e6b9dfce","resolution":{"observed_at":"2026-05-11T20:26:13.870016Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.13474","last_updated":"2025-04-18T05:32:47Z","snapshot_observed_at":"2026-07-06T21:11:20.262007Z","submitted_at":"2025-04-18T05:32:47Z","title":"Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask","version":1},"cited_work":{"arxiv_id":"2504.13474","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2504.13474","snapshot_observed_at":"2026-07-02T10:26:51.421959Z","title":"Every- thing you wanted to know about LLM-based vulnera- bility detection but were afraid to ask","venue":null,"work_id":"7b8380d1-4792-41f7-bf1c-4152716282bc","year":2025},"citing_paper":{"arxiv_id":"2605.18153","last_updated":"2026-05-18T09:57:22Z","snapshot_observed_at":"2026-07-06T23:29:04.241654Z","submitted_at":"2026-05-18T09:57:22Z","title":"Three Heads Are Better Than One: A Multi-perspective Reasoning Framework for Enhanced Vulnerability Detection","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-20T09:16:56.388348Z"},"links":{"cited_paper":"/paper/2504.13474","citing_paper":"/paper/2605.18153"},"observation_digest":"sha256:478a8efcfda3a702cefbe977f44f191e1ea2e99ae6c42c4f25c1868e96e09138","observation_id":"5eb1f64b-108e-4e75-9b3e-854e17eb4aa4","resolution":{"observed_at":"2026-05-20T09:18:10.112000Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.13474","last_updated":"2025-04-18T05:32:47Z","snapshot_observed_at":"2026-07-06T21:11:20.262007Z","submitted_at":"2025-04-18T05:32:47Z","title":"Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask","version":1},"cited_work":{"arxiv_id":"2504.13474","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2504.13474","snapshot_observed_at":"2026-07-02T10:26:51.421959Z","title":"Every- thing you wanted to know about LLM-based vulnera- bility detection but were afraid to ask","venue":null,"work_id":"7b8380d1-4792-41f7-bf1c-4152716282bc","year":2025},"citing_paper":{"arxiv_id":"2605.21779","last_updated":"2026-05-20T22:17:14Z","snapshot_observed_at":"2026-08-02T12:16:31.183441Z","submitted_at":"2026-05-20T22:17:14Z","title":"FuzzingBrain V2: A Multi-Agent LLM System for Automated Vulnerability Discovery and Reproduction","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-22T08:42:42.290493Z"},"links":{"cited_paper":"/paper/2504.13474","citing_paper":"/paper/2605.21779"},"observation_digest":"sha256:7b97e7aff1ceaab3a41a4deae6d499593525df7a9d89484c578b8858877e0279","observation_id":"dcb7f238-7274-41ae-b1d7-3b9f3a3fb7f2","resolution":{"observed_at":"2026-05-22T08:44:46.413105Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.13474","last_updated":"2025-04-18T05:32:47Z","snapshot_observed_at":"2026-07-06T21:11:20.262007Z","submitted_at":"2025-04-18T05:32:47Z","title":"Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask","version":1},"cited_work":{"arxiv_id":"2504.13474","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2504.13474","snapshot_observed_at":"2026-07-02T10:26:51.421959Z","title":"Every- thing you wanted to know about LLM-based vulnera- bility detection but were afraid to ask","venue":null,"work_id":"7b8380d1-4792-41f7-bf1c-4152716282bc","year":2025},"citing_paper":{"arxiv_id":"2607.01138","last_updated":"2026-07-01T16:22:05Z","snapshot_observed_at":"2026-07-07T00:06:44.379624Z","submitted_at":"2026-07-01T16:22:05Z","title":"Antaeus: Hunting Repository-Level Logic Vulnerabilities via Context-Grounded LLM Reasoning","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-02T10:23:48.242797Z"},"links":{"cited_paper":"/paper/2504.13474","citing_paper":"/paper/2607.01138"},"observation_digest":"sha256:c7ae330936ca3c8799b0df69d1f24ef5b30c5952ead0cdcf89d3297a1e7ead9a","observation_id":"ba984bfd-5a77-4785-a5a7-a3641b6f6ac3","resolution":{"observed_at":"2026-07-02T10:26:51.423501Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.13474","last_updated":"2025-04-18T05:32:47Z","snapshot_observed_at":"2026-07-06T21:11:20.262007Z","submitted_at":"2025-04-18T05:32:47Z","title":"Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.13474","snapshot_observed_at":"2026-08-02T05:13:52.222450Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.13439","last_updated":"2026-07-15T04:49:05Z","snapshot_observed_at":"2026-08-03T08:14:15.616407Z","submitted_at":"2026-07-15T04:49:05Z","title":"DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-02T05:13:52.222450Z"},"links":{"cited_paper":"/paper/2504.13474","citing_paper":"/paper/2607.13439"},"observation_digest":"sha256:9f063774f5813406e010ea900e0013edefb58e088699591b480b7c3ff52d813f","observation_id":"2f06cbdb-451a-4d2a-b8fc-f7d3b3b0807a","resolution":{"observed_at":"2026-08-02T05:13:52.222450Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.13474","last_updated":"2025-04-18T05:32:47Z","snapshot_observed_at":"2026-07-06T21:11:20.262007Z","submitted_at":"2025-04-18T05:32:47Z","title":"Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.13474","snapshot_observed_at":"2026-07-31T04:54:36.081906Z","title":"Ev- erything you wanted to know about llm-based vulnera- bility detection but were afraid to ask.arXiv preprint arXiv:2504.13474, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.24964","last_updated":"2026-07-27T18:13:28Z","snapshot_observed_at":"2026-08-03T21:44:01.717764Z","submitted_at":"2026-07-27T18:13:28Z","title":"ALIBI: Adaptive Agentic Attacks on LLM-Based Vulnerability Detectors via Adversarial Code Comments","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-07-31T04:54:36.081906Z"},"links":{"cited_paper":"/paper/2504.13474","citing_paper":"/paper/2607.24964"},"observation_digest":"sha256:1f9bd479ed5acf3686ae53a225f7cf3105a243bc9420027aee97f30d5c90ca4c","observation_id":"f99f694f-211b-49b3-8682-2c1552469a67","resolution":{"observed_at":"2026-07-31T04:54:36.081906Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2504.13474/citation-record","integrity":"/paper/2504.13474/integrity","json":"/paper/2504.13474/citation-record.json","paper":"/paper/2504.13474"},"outbound":[],"paper":{"arxiv_id":"2504.13474","last_updated":"2025-04-18T05:32:47Z","latest_version":1,"primary_category":"cs.CR","snapshot_observed_at":"2026-07-06T21:11:20.262007Z","submitted_at":"2025-04-18T05:32:47Z","title":"Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"thesis":"As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2504.13474."}