Paper Citation Record · LEDGER

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing

As of 16 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2509.14335.

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

pith.paper-citation-record.v1
2509.14335 v2

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:56:17.723379Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-17T21:48:31.544942Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T21:50:19.666612Z

Reference resolution

65 of 65 outbound references displayed

verified exact3
verified fuzzy5
unresolved57
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a11fad77-383d-4785-8314-a4d026e9ceee · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:19.008997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bf4cfb1d-3c1f-4c47-a86b-5fc40f5691e2 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.403040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b694e33e-bdb0-42ed-babf-985e956cbb06 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.408624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfa2d6f8-c605-4041-ba94-bf8b3ccc4a2c · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.973977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 82913740-416e-4d75-ba07-d55f8935dd8f · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.959214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 53deebd7-296c-4178-8b05-3a3cb8f3e8e1 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.423026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 112c9392-b6ca-49d3-a9d7-c49ade4da725 · outbound

This paper cites Reasoning Runtime Behavior of a Program with LLM: How Far Are We?.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Reasoning Runtime Behavior of a Program with LLM: How Far Are We?

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.432853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddaca168-4d69-400a-a07a-92ec3435173f · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Evaluating Large Language Models Trained on Code

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.438438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5df36d40-4d52-4db0-816d-beb8709b37c7 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.918680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6e0ac445-7076-4498-aea7-b1960897eed5 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.448479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45bd085c-e73e-49f2-80ae-aeb9e8788aaa · outbound

This paper cites 2025.Gemini 2.5 Flash Preview: Model Card.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing 2025.Gemini 2.5 Flash Preview: Model Card

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.453251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ea10359-e27e-43ba-bfc1-5614490f6ac0 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.884280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5ede7dac-4ade-4bd2-ae6d-d07b8c9770d7 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.866822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation acb381a9-3396-4e89-9a60-36a5d5d2230a · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.850705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 00f3735e-4002-4f12-8d62-1211f6fe5124 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.835497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 89736c9a-24ba-42a1-a6ef-2ba6c734e3b0 · outbound

This paper cites A Survey on LLM-as-a-Judge.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing A Survey on LLM-as-a-Judge

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.475976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f2e3aa7-3997-4a95-a2a5-73ddedb76476 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.818536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1902f1c2-bfbb-4069-880e-9412a8e62380 · outbound

This paper cites SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.485483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aa408c4-a6ed-4b16-8fc0-5dcf1a24b4ee · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.803599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 86bdf5f8-9f88-4be2-acad-688c25b0c66a · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.788442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4af033b4-46a5-4405-b5c5-edec160b2f57 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.772933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7a425f17-4d4d-4ca9-bd6c-207af2a412cf · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.757936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b992014c-9712-4f1e-b000-8dda76be4cd2 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.509384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6a7ece7-5bd0-4cc1-9eb5-f227f2b47eaf · outbound

This paper cites Qwen2.5-Coder Technical Report.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Qwen2.5-Coder Technical Report

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.514634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ec016d3-0718-4564-80c7-bfbd9be3899f · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.732481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6b4b094f-2df2-4725-9023-b3ae4897cbb1 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.528296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e59788ae-fd10-4c0f-9858-50793263d4a6 · outbound

This paper cites LooGLE: Can Long-Context Language Models Understand Long Contexts?.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing LooGLE: Can Long-Context Language Models Understand Long Contexts?

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.533302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebac1850-b512-479b-9b31-e9f0f29266ac · outbound

This paper cites Enhancing Android Malware Detection: The Influence of ChatGPT on Decision-centric Task.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Enhancing Android Malware Detection: The Influence of ChatGPT on Decision-centric Task

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.538526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6612a2fd-38b2-4029-9c7e-d3fedda3dc17 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.544112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4f764e7-9755-4fb8-b912-c1c819592b35 · outbound

This paper cites DeepSeek-V3 Technical Report.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing DeepSeek-V3 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.549109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aac3aff-4ec8-48af-9577-6da27c446c90 · outbound

This paper cites CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.554229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66fd3652-d2cb-4238-9446-3afb72aa31f1 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.705980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation aeceed6e-f698-4d23-8b58-83d25b71d3a0 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.690125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2acb36da-02b1-47e0-9d23-816c1bde1c8c · outbound

This paper cites The Code Barrier: What LLMs Actually Understand?.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing The Code Barrier: What LLMs Actually Understand?

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.568021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97c8fab9-d2e5-460e-9ccf-dd4d39b53145 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.674918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 71b4465b-68eb-465b-b835-cab7809e7361 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.659756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ea5d80c5-5b03-4c4f-8b9e-93770f3780a9 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.582005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6704f50-3050-429d-a8e1-042e624be72e · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.631667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 87a9432e-aead-4b3e-9611-cc5be3ac9e83 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.591359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ee1ff3b-09de-40cc-bd96-91ca091b050e · outbound

This paper cites Sense and Sensitivity: Examining the Influence of Semantic Recall on Long Context Code Understanding.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Sense and Sensitivity: Examining the Influence of Semantic Recall on Long Context Code Understanding

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-15T15:56:18.058614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 575cd08a-2630-45bd-9c47-2399ad28682b · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.615887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2aa49172-e147-4058-b964-678eac2a47c9 · outbound

This paper cites MalLoc: Toward Fine-grained Android Malicious Payload Localization via LLMs.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing MalLoc: Toward Fine-grained Android Malicious Payload Localization via LLMs

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-15T15:56:18.031593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ca0ec7ff-81c0-4880-9e8c-14f0ade0db3a · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.599686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 07fe4143-8a90-4450-bb27-73a415bfda90 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.584212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8b9c0627-b188-47e9-9102-ba77c344bff5 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.636516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b011211e-26cb-47b9-91bb-1ecf9a9f9b7c · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.541855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bce16406-1d03-4bd8-be99-c410ff1887c2 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.647133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de15ccc7-68c4-4d64-bb1d-97c990b69284 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.651946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1590a585-0124-405f-8f93-0e33e2e3bd62 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.501730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 31b7be7d-34ff-4cd1-8fff-24feebf221e5 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.661037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaa0c70d-bd62-4049-8a6c-2762991a26df · outbound

This paper cites 2024.{DVa}: Extracting Victims and Abuse Vectors from Android Accessibility Malware.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing 2024.{DVa}: Extracting Victims and Abuse Vectors from Android Accessibility Malware

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:56:18.483438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fa1e873c-096f-45d6-82c7-c797fa4ee7f5 · outbound

This paper cites 2012.{DroidScope}: Seamlessly reconstructing the{OS} and dalvik semantic views for dynamic android malware analysis.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing 2012.{DroidScope}: Seamlessly reconstructing the{OS} and dalvik semantic views for dynamic android malware analysis

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:56:18.468356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8a9332a1-8a08-4817-a7ce-7382c3076971 · outbound

This paper cites Qwen3 Technical Report.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Qwen3 Technical Report

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.675335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9cb4a62-5156-4576-b5a4-2b0d7f0719bd · outbound

This paper cites Evaluating Explanation Without Ground Truth in Interpretable Machine Learning.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Evaluating Explanation Without Ground Truth in Interpretable Machine Learning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.681013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67d1b8d0-273b-407c-9373-42e4f9a4c0a0 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.452587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bea7baa2-0f7c-4ae8-9b09-378161a0130c · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.437213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c4330035-6788-49ed-b9b1-88f9459dd78b · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.420579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cfd81de2-fc60-4dfe-bae9-6b6ed2a165a1 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.405317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8e97aeb5-2f19-44c4-baca-c53eda6d0681 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.389341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 80407f5f-82ff-48a6-a98d-e07fae7d5274 · outbound

This paper cites an unresolved cited work.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:56:18.374108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1d91d9cc-4285-4b85-ad1b-5e2ecbeb73e5 · outbound

This paper cites TIF: Learning Temporal Invariance in Android Malware Detectors.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing TIF: Learning Temporal Invariance in Android Malware Detectors

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:17.712968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2da09e2b-16f3-4722-8b04-5b0006b43bb3 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering(2024).

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing IEEE Transactions on Knowledge and Data Engineering(2024)

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:56:18.358558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 234d57e7-01c1-4fbb-8583-95e22d3e693d · outbound

This paper cites In2022 IEEE Symposium on Security and Privacy (SP).

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing In2022 IEEE Symposium on Security and Privacy (SP)

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:56:18.934813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7dfb4b76-01c5-4b95-9840-e50f6a316b55 · outbound

This paper cites of android malware.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing of android malware

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:56:18.568734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c760c39f-4f79-4c3d-a4be-fc79fc3b5c5c · outbound

This paper cites Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware.

Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware

Reference 2025

Resolution: verified exact; local_arxiv, observed 2026-08-15T15:56:18.004739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation e08e80f6-2711-42b3-aa2c-ee24f0f1d927 · inbound

Retrofit: Continual Learning with Controlled Forgetting for Binary Security Detection and Analysis cites this paper.

Retrofit: Continual Learning with Controlled Forgetting for Binary Security Detection and Analysis Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:19:45.102593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.