Paper Citation Record · LEDGER

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection

As of 7 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 2 inbound Pith citation observations for arXiv:2507.22447.

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

pith.paper-citation-record.v1
2507.22447 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:45:34.659141Z

measured 23 of 23 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-11T01:01:15.586948Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T04:50:58.006110Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy5
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d35ba1ef-1706-4fd4-a2dd-eeccbcbc9105 · outbound

This paper cites an unresolved cited work.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:45:35.594902Z

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 936e9517-eb29-4953-b9ba-60e886a2e47b · outbound

This paper cites Computer Networks 253, 110707.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection Computer Networks 253, 110707

Reference 9

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:45:35.132512Z

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 3cc6491d-341c-4610-ab8b-f77bfa09ff04 · outbound

This paper cites Technical Report.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection Technical Report

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:35.573904Z

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 39ede43c-f169-4cdf-8744-ce33e41312e4 · outbound

This paper cites an unresolved cited work.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:45:35.562902Z

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 caea2703-e78d-469b-adb0-e9997f890f7c · outbound

This paper cites an unresolved cited work.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:45:35.551019Z

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 ff230934-36f8-4ff9-8071-32a756e6857e · outbound

This paper cites WebGuard++:Interpretable Malicious URL Detection via Bidirectional Fusion of HTML Subgraphs and Multi-Scale Convolutional BERT.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection WebGuard++:Interpretable Malicious URL Detection via Bidirectional Fusion of HTML Subgraphs and Multi-Scale Convolutional BERT

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T11:45:34.897223Z

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 d6c225c5-380d-4c9e-b507-c8460da9cbbd · outbound

This paper cites an unresolved cited work.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:45:35.529966Z

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 d34116bf-7f7e-4f19-b921-1f0f016980af · outbound

This paper cites an unresolved cited work.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T11:45:34.340472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8649f5bb-8aae-4a85-b82d-f7f3536adcea · outbound

This paper cites Recurrent Neural Network Regularization.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection Recurrent Neural Network Regularization

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T11:45:34.555789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e10ea34-30aa-4a5c-a91c-59bc730fe079 · outbound

This paper cites https://github.com/ZZN0508/JavaScript_Datasets.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection https://github.com/ZZN0508/JavaScript_Datasets

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:35.347744Z

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 6e397fa4-2451-4d80-b5fe-1fe3aa3cfdf2 · outbound

This paper cites Sheneamer, A.,.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection Sheneamer, A.,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T11:45:34.025602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c433f7ed-a864-4518-b82c-bb705366a43d · outbound

This paper cites an unresolved cited work.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection Unresolved cited work

Reference 2014

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:45:35.519148Z

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 bc6791bc-1997-4037-aa92-e8dc8ebac621 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection Semi-Supervised Classification with Graph Convolutional Networks

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-06T11:45:33.226453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa5ea22f-fb72-48a5-96dd-755821dfb7d7 · outbound

This paper cites an unresolved cited work.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection Unresolved cited work

Reference 2019

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:45:35.584384Z

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 89084176-c843-4b02-b679-0def47f4c6fd · outbound

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

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T11:45:32.964026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdb8b6ac-4d2e-45fd-a026-4e217d205e4a · outbound

This paper cites BERT: A Review of Applications in Natural Language Processing and Understanding.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection BERT: A Review of Applications in Natural Language Processing and Understanding

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T11:45:33.323248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21a857fe-dc96-492a-9d65-7a156d71263b · outbound

This paper cites GitHub repository, Accessed: 2025-07-07.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection GitHub repository, Accessed: 2025-07-07

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:35.616866Z

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 27430b8a-911e-4e2f-9a44-5aa966891cce · outbound

This paper cites 3505–3518.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection 3505–3518

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:35.606134Z

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 bb52ad3a-3fcf-4682-aa51-d451e0e42674 · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T11:45:33.157150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5addec08-6671-4476-9998-4d14a7a8f91f · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T11:45:33.090369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5692a5cd-77c4-4d50-ae2f-8c5609ad8682 · outbound

This paper cites Scriptnet: Neural static analysis for malicious javascript detection, in: MILCOM 2019-2019 IEEE Military Communications Conference (MILCOM), IEEE.

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection Scriptnet: Neural static analysis for malicious javascript detection, in: MILCOM 2019-2019 IEEE Military Communications Conference (MILCOM), IEEE

Reference 3440

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:45:35.540256Z

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.

Pith citing papers

Observation 692b4c4e-7fb5-406a-8463-603c4cbe4404 · inbound

Integrating Graphs, Large Language Models, and Agents: Reasoning and Retrieval cites this paper.

Integrating Graphs, Large Language Models, and Agents: Reasoning and Retrieval Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection

Reference 104

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:13:30.339177Z

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 8aef0db9-8842-4b75-848c-ee3c47e69210 · inbound

Benchmarking Large Language Models for IoC Recovery under Adversarial Code Obfuscation and Encryption cites this paper.

Benchmarking Large Language Models for IoC Recovery under Adversarial Code Obfuscation and Encryption Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:50:58.012699Z

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.