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Paper Citation Record · LEDGER

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware

As of 16 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:2501.04848.

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

pith.paper-citation-record.v1
2501.04848 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:28:00.185265Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:56:17.631493Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T15:56:17.995005Z

Reference resolution

18 of 18 outbound references displayed

  • verified exact0
  • verified fuzzy13
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7d723be8-1342-4262-b828-9da31df19fd2 · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T21:28:00.101477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:28:00.101477Z digest=sha256:3da52aac63255fabc0096377cefdff77786cde16936e20f71a13aa82cc4ec9fb

Observation c904f217-679a-47c9-a71b-da20bd5adf9e · outbound

This paper cites GraphCodeBERT: Pre-training Code Representations with Data Flow.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware GraphCodeBERT: Pre-training Code Representations with Data Flow

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T21:28:00.107042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:28:00.107042Z digest=sha256:0ee4cf3516e16bf75e8865645d516b171b874b5b298add5fc34e31b3bdbe7929

Observation 104a7e69-efb8-47a6-8417-ad53133fe7a2 · outbound

This paper cites Unified Pre-training for Program Understanding and Generation.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware Unified Pre-training for Program Understanding and Generation

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T21:28:00.112120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:28:00.112120Z digest=sha256:cc5bf3c0b0fdf0fabab47a672ebd7529b225dc27eb6d4e636f844b81bfa9a91e

Observation 66a69958-1eed-4d2a-ab82-ff92ea5f8059 · outbound

This paper cites Language models are few-shot learners,.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware Language models are few-shot learners,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:28:00.491704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T21:28:00.117001Z digest=sha256:15246aff42e73a214de4153b6d8f8843d4ac5ff26866989592deab913c4184d9

Observation 09379195-77dd-455c-a72a-f902e907507c · outbound

This paper cites An analysis of the automatic bug fixing performance of chatgpt,.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware An analysis of the automatic bug fixing performance of chatgpt,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:28:00.476213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T21:28:00.122114Z digest=sha256:681923605b2117719511d3e8a9c70acc040de67260d504c515835b7450bb077a

Observation efb70889-e94e-44a2-93e7-9591102a8ef0 · outbound

This paper cites The potential use of chatgpt for debugging and bug fixing,.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware The potential use of chatgpt for debugging and bug fixing,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:28:00.461193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T21:28:00.127199Z digest=sha256:73ac80e85445f840c717b243684534c0d9399843e09317d56b175a3dcc423c3f

Observation 517d122c-b825-42de-869e-9e2b5ce472c9 · outbound

This paper cites An evaluation of the effectiveness of openai’s chatgpt for automated python program bug fixing using quixbugs,.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware An evaluation of the effectiveness of openai’s chatgpt for automated python program bug fixing using quixbugs,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:28:00.446765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T21:28:00.133010Z digest=sha256:7359384096c4a34909e82c84d1b3ba08699fab9dc722bec63640ecd4908a4502

Observation d9b95521-8d84-4cbe-ad47-d1065073cc0a · outbound

This paper cites A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T21:28:00.138198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:28:00.138198Z digest=sha256:a40ea77f2a498b120a9df8e2a226423e9ff002c158bc8e896f19a4f9c9123521

Observation 130f315a-3330-42d7-b3d2-c561576ad28f · outbound

This paper cites Refining chatgpt-generated code: Charac- terizing and mitigating code quality issues,.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware Refining chatgpt-generated code: Charac- terizing and mitigating code quality issues,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:28:00.432241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T21:28:00.143571Z digest=sha256:4091d5b9361fb1f21f14a5b858c762856fcd4e450b65f74dc2cf6afea309f29f

Observation dc21a454-f4ab-401e-8bc0-d4ed51e420ff · outbound

This paper cites Leveraging Large Language Models to Detect npm Malicious Packages.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware Leveraging Large Language Models to Detect npm Malicious Packages

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T21:28:00.148093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:28:00.148093Z digest=sha256:c85aac47c0c775e664aa0ce972653053cf068373e8f62ad6a318aceea4f1efad

Observation 500df476-41d5-4f9e-9948-3959de06231b · outbound

This paper cites Malware analysis and detection using reverse engineering technique,.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware Malware analysis and detection using reverse engineering technique,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:28:00.417159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T21:28:00.153113Z digest=sha256:e5905b035d01a32051a48b3e50e690c5100966adb7653a7d0c60082011dff4e0

Observation 1e1b317c-51e8-4ca6-a2cb-dcf3f609084c · outbound

This paper cites dex2jar,.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware dex2jar,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:28:00.403079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T21:28:00.157884Z digest=sha256:b7e4199e3faa5e0dacc45ead1ec5674a97d77edbecc43dee4065682351456edf

Observation 379003c1-0e6e-404b-b9fe-2dbea7b59c7b · outbound

This paper cites Cfr decompiler,.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware Cfr decompiler,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:28:00.387334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T21:28:00.163027Z digest=sha256:98fbcb68e99959e63282426dfa147187c3163b2df5437b75f62eaa2842ee52d9

Observation 637737fc-b4a5-4152-969a-d4452c271d57 · outbound

This paper cites Summit: Iterative text summarization via chatGPT,.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware Summit: Iterative text summarization via chatGPT,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:28:00.369781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T21:28:00.167460Z digest=sha256:05c65d6ecc579086ff9ede736a3726fa1c4accf1274ce4e4f08720c9b99d7385

Observation cea401e5-ebd0-46b5-a0b0-6882744c5049 · outbound

This paper cites Element-aware summarization with large language models: Expert-aligned evaluation and chain- of-thought method,.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware Element-aware summarization with large language models: Expert-aligned evaluation and chain- of-thought method,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:28:00.352777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T21:28:00.172113Z digest=sha256:22e6c33b0d4ec4013c722e05971e8fb240fd171a01e8a71e1575f2a145afd877

Observation b3f6fbc8-b100-47fd-ae6e-99f842e96959 · outbound

This paper cites Langchain,.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware Langchain,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:28:00.335799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T21:28:00.176725Z digest=sha256:645390d47dd480bf247e7b36404376395703cdbf660e924be1bb5730052c016f

Observation efb617cb-b6cd-4436-b410-594a7730f548 · outbound

This paper cites Top 500 applications in the united states,.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware Top 500 applications in the united states,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:28:00.320793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T21:28:00.180902Z digest=sha256:7fbeaf6ab37461aad070fd26b606b97ccb98b6ce68366a50019a737c6ce461af

Observation 096f8a3d-cfaa-4f83-ab63-915fcee3e8e7 · outbound

This paper cites Available: https://www.similarweb.com/top-websites/ united-states/category/application.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware Available: https://www.similarweb.com/top-websites/ united-states/category/application

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:28:00.305146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T21:28:00.185265Z digest=sha256:4b0580694c54f4e0ee21ce17125ba33f90fd678e4b3e76e2a62173b4d7c1f872

Pith citing papers

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

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

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:56:17.631493Z digest=sha256:d34b0e8bef4eb072c2430443876ea7ad6eb9aecf0bcafa03cc95e7697b4e6db6