Paper Citation Record · LEDGER

When LLMs Meet Cybersecurity: A Systematic Literature Review

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2405.03644.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2405.03644 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:10:06.738156Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

11
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ae420d7d-a950-4dc1-9830-fc58d49048e1 · inbound

Exposing the Ghost in the Transformer: Abnormal Detection for Large Language Models via Hidden State Forensics cites this paper.

Exposing the Ghost in the Transformer: Abnormal Detection for Large Language Models via Hidden State Forensics When LLMs Meet Cybersecurity: A Systematic Literature Review

Reference 4

Resolution: malformed identifier; arxiv_id, observed 2026-05-22T22:32:12.871332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 685ce474-4585-47ee-9545-9166d04488f1 · inbound

On the Surprising Efficacy of LLMs for Penetration-Testing cites this paper.

On the Surprising Efficacy of LLMs for Penetration-Testing When LLMs Meet Cybersecurity: A Systematic Literature Review

Reference 122

Resolution: unresolved; no resolver link, observed 2026-08-06T21:10:06.738156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 041659d5-19be-4c6b-a56d-f0db0a4fc0b7 · inbound

Circumventing Safety Alignment in Large Language Models Through Embedding Space Toxicity Attenuation cites this paper.

Circumventing Safety Alignment in Large Language Models Through Embedding Space Toxicity Attenuation When LLMs Meet Cybersecurity: A Systematic Literature Review

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T19:26:13.760965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b81f65b-6993-4cbf-885e-a262f32bd5b5 · inbound

ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation cites this paper.

ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation When LLMs Meet Cybersecurity: A Systematic Literature Review

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-19T04:42:04.656868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f46b9864-c8e7-4e90-be99-522aa90ba0de · inbound

Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report cites this paper.

Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report When LLMs Meet Cybersecurity: A Systematic Literature Review

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T05:57:29.527208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09debb21-66dd-4e06-8e57-7e8137158297 · inbound

A Survey: Towards Privacy and Security in Mobile Large Language Models cites this paper.

A Survey: Towards Privacy and Security in Mobile Large Language Models When LLMs Meet Cybersecurity: A Systematic Literature Review

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:17.691699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 415a2252-4c04-4f7f-a1ec-ceaa7907e5fe · inbound

Cumplimiento del Reglamento (UE) 2024/1689 en rob\'otica y sistemas aut\'onomos: una revisi\'on sistem\'atica de la literatura cites this paper.

Cumplimiento del Reglamento (UE) 2024/1689 en rob\'otica y sistemas aut\'onomos: una revisi\'on sistem\'atica de la literatura When LLMs Meet Cybersecurity: A Systematic Literature Review

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T05:58:59.766088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3753283-7266-4245-a467-2b3262959d7b · inbound

VulLink: A Dynamic Open-Access Vulnerability Graph Database for Cybersecurity Data Mining cites this paper.

VulLink: A Dynamic Open-Access Vulnerability Graph Database for Cybersecurity Data Mining When LLMs Meet Cybersecurity: A Systematic Literature Review

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-10T20:35:46.601834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f535dde2-ba3a-4ae9-9ff7-ca3716948566 · inbound

Cybersecurity Detection Classification with Reasoning-enabled Language Models cites this paper.

Cybersecurity Detection Classification with Reasoning-enabled Language Models When LLMs Meet Cybersecurity: A Systematic Literature Review

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:22.167266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.