Paper Citation Record · LEDGER

Security of Language Models for Code: A Systematic Literature Review

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2410.15631.

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

pith.paper-citation-record.v1
2410.15631 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:25:36.495552Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T06:17:41.568129Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1519a1ba-e0be-475b-9ff6-bea0bd423c2c · inbound

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing cites this paper.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing Security of Language Models for Code: A Systematic Literature Review

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T17:25:36.495552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aea44a9-1937-4438-8807-f220e0273175 · inbound

An Empirical Study of Vulnerable Package Dependencies in LLM Repositories cites this paper.

An Empirical Study of Vulnerable Package Dependencies in LLM Repositories Security of Language Models for Code: A Systematic Literature Review

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T14:22:34.827152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 989b7eee-ec66-46e5-814a-e9ce4b62e8cb · inbound

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems cites this paper.

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems Security of Language Models for Code: A Systematic Literature Review

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T17:46:14.981244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50084648-64a1-487f-ba59-2cd6f15dc81d · inbound

DuCodeMark: Dual-Purpose Code Dataset Watermarking via Style-Aware Watermark-Poison Design cites this paper.

DuCodeMark: Dual-Purpose Code Dataset Watermarking via Style-Aware Watermark-Poison Design Security of Language Models for Code: A Systematic Literature Review

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:46:03.265118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 61b9996a-5964-4843-a2c8-35a51613bc74 · inbound

Unified Communication Compression Beyond Global Error Bounds for Distributed Nonconvex Optimization cites this paper.

Unified Communication Compression Beyond Global Error Bounds for Distributed Nonconvex Optimization Security of Language Models for Code: A Systematic Literature Review

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T22:29:24.878655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34c670e7-142d-4948-be69-8d5c1a80c274 · inbound

Securing Code Understanding: Detecting Natural Backdoor Vulnerability in Code Language Models cites this paper.

Securing Code Understanding: Detecting Natural Backdoor Vulnerability in Code Language Models Security of Language Models for Code: A Systematic Literature Review

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-03T06:17:41.569850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 22ec23d9-19f2-4916-a089-935523ab89f1 · inbound

Insecure Coding Preferences in Long-Term Memory: Security Risks for LLM-based Code Generation cites this paper.

Insecure Coding Preferences in Long-Term Memory: Security Risks for LLM-based Code Generation Security of Language Models for Code: A Systematic Literature Review

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T17:31:51.156930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.