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Paper Citation Record · LEDGER

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities

As of 8 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 3 inbound Pith citation observations for arXiv:2505.19887.

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

pith.paper-citation-record.v1
2505.19887 v2

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:10:35.312691Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T02:58:39.929690Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T11:38:05.374339Z

Reference resolution

61 of 61 outbound references displayed

  • verified exact1
  • verified fuzzy43
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e0a1ea92-0728-4203-afcc-882a59064c66 · outbound

This paper cites BERT: Pre-training of deep bidirectional transformers for language understanding.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities BERT: Pre-training of deep bidirectional transformers for language understanding

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T14:10:30.228062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:10:30.228062Z digest=sha256:6b2cf988bd44cfc5abaeda72f9e1820d8556d51412efef00021b65dd8e3dc787

Observation 7da8693e-41bb-4536-97dd-a73cbe1153e3 · outbound

This paper cites Language models are few-shot learners.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Language models are few-shot learners

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:44.098079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:30.348316Z digest=sha256:3e3b93d5aec81403aef336b54d497fe31518617e08447766dc19c39b5ab14fc5

Observation 94301562-9358-4487-84e4-e52c51e709e0 · outbound

This paper cites an unresolved cited work.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:10:43.882554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:30.419495Z digest=sha256:a623a28bd1dcf2ea3bf2bd659833e0ad2ef3caf3c6de82466bed4ff7832e08c6

Observation 34431770-4ab6-411a-b7bd-9e4fba7d4f44 · outbound

This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Gomez, Łukasz Kaiser, and Illia Polosukhin

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:43.734784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:30.535842Z digest=sha256:d84feb6df19505aaab5016f26d4c2a9972a27f0a0c948393cb016b352e4bc210

Observation 882a846b-926f-43d7-b57f-669bfe79acca · outbound

This paper cites CodeBERT: A pre-trained model for programming and natural languages.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities CodeBERT: A pre-trained model for programming and natural languages

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:43.536047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:30.625771Z digest=sha256:51266d079304cd828ea760e9e873a3a67b1896e0180e3cfd414c7b3e97a2d20b

Observation 901efa07-71f8-460f-952b-341421559fd8 · outbound

This paper cites Wizardcoder: Empowering code large language models with evol-instruct.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Wizardcoder: Empowering code large language models with evol-instruct

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T14:10:30.656964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:10:30.656964Z digest=sha256:e9e3403bd3c70eacaf8d06878e0c82a62d1b543290e2f60aaa140481baaa1c40

Observation aaac18c8-2da4-43b2-b4bf-fab36ff58a86 · outbound

This paper cites Repobench: Benchmarking repository-level code auto-completion systems.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Repobench: Benchmarking repository-level code auto-completion systems

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:43.391780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:30.768675Z digest=sha256:4a22ea4ecfe2c868d232c16f7dd672cc1cb3f5847f1562942819bb187a826517

Observation f208544e-6184-4bd3-b015-e0717907bd3d · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T14:10:30.874559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:10:30.874559Z digest=sha256:1af90cb25ed86caf8859348c86b8f54f2cc11da0fcdb5d97048f3d6921677240

Observation ad5aee8f-17bd-4e72-aed7-1d3050c025c1 · outbound

This paper cites Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code?.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code?

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T14:10:30.971235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:10:30.971235Z digest=sha256:982c84c092a4809c4df329202987a60357a1e9958b57f45a169e314db0546334

Observation fdf12049-0e0a-48c6-b3a2-2d11572d1a6b · outbound

This paper cites Robustness, Security, Privacy, Explainability, Efficiency, and Usability of Large Language Models for Code.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Robustness, Security, Privacy, Explainability, Efficiency, and Usability of Large Language Models for Code

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T14:10:31.062739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:10:31.062739Z digest=sha256:a7b7255c77c15c45605475569291b4ae324db37fc1d93be97756a3990fbbd248

Observation 76b46ae3-ad87-4c2c-afa3-8df0ec10156c · outbound

This paper cites CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T14:10:31.163770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:10:31.163770Z digest=sha256:c496f6cc76f352913f3c39a054632bcca41c38782714f81517fe419586190ba8

Observation 28b82fb6-9ce2-42ee-b67d-7c72d1a338f9 · outbound

This paper cites Automatically recom- mend code updates: Are we there yet? ACM Trans.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Automatically recom- mend code updates: Are we there yet? ACM Trans

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:43.251330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:31.276126Z digest=sha256:ecc491ef4ff0f22b84ec2a58bf94d597eb5e4e5c6bdecfb18d17c274ce4cdf65

Observation f95d0c45-2807-42be-b7fd-d490819d58b8 · outbound

This paper cites Evaluating and Explaining Large Language Models for Code Using Syntactic Structures.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Evaluating and Explaining Large Language Models for Code Using Syntactic Structures

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T14:10:31.351679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:10:31.351679Z digest=sha256:f47a68225d57dfb810dae8aec7532e1528e8c85832f42dd39316bf3547ab1ffa

Observation c13811ae-cb04-4cb1-9e5e-1d80efd43e0c · outbound

This paper cites Autocoderover: Autonomous program improvement.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Autocoderover: Autonomous program improvement

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:43.098135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:31.421649Z digest=sha256:043fadb2c4669048c10d1ce596c83335ebfbd23967167d167a6b3ea43c68d836

Observation d14ec666-8dcd-4a07-b4c4-621f1a82f625 · outbound

This paper cites Yu, Qiang Yang, and Xing Xie.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Yu, Qiang Yang, and Xing Xie

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:42.986457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:31.488588Z digest=sha256:a76d405184a92eadaa8e0aeba5f95abe7ebe07a2620f6a3143f5d67f2de39a68

Observation 27c85f68-f93f-4e0a-a066-dbce8318fe6f · outbound

This paper cites The stack: 3 tb of permissively licensed source code.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities The stack: 3 tb of permissively licensed source code

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:42.833169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:31.555413Z digest=sha256:dddf3cadf2d6c611c47f5da8776ab553243c9204d64e405dca343bc4cb64d885

Observation 286985e6-a5dd-4d8b-8dc7-1c5c9f08f8d9 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Evaluating Large Language Models Trained on Code

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T14:10:31.654332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:10:31.654332Z digest=sha256:51f271565cab6154a6670e546cccee06d81b5dffb2cdb6367a0d6ee7f71029f8

Observation 6a1cbf12-cce6-4eb4-8d12-03b3366f70d7 · outbound

This paper cites Large language models meet nl2code: A survey.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Large language models meet nl2code: A survey

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:42.650571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:31.727874Z digest=sha256:0c8744f32ac3850982823b48771ddc628b27068c42fc5db21104f47d58688470

Observation 2b2ce4bb-42b6-40cd-9d43-fa05372fdad7 · outbound

This paper cites Codet5+: Open code large language models for code understanding and generation.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Codet5+: Open code large language models for code understanding and generation

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:42.473085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:31.797032Z digest=sha256:3aadb486773cf15d40c5eebf31ed2a35e4baef8afac309f7cbbcac5cdb24cd08

Observation 142507c4-f2f1-4a51-948b-d392708d7d4c · outbound

This paper cites Securing mobile agents control flow using opaque predicates.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Securing mobile agents control flow using opaque predicates

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:42.287956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:31.916294Z digest=sha256:f02cc24c75fa68b993da32774972a9c2c1610b58dabefea35f1c00b01bca6de8

Observation 1f8f877d-cf17-4424-94c9-18910a1bc81b · outbound

This paper cites A large-scale empirical study on the effects of code obfuscations on android apps and anti-malware products.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities A large-scale empirical study on the effects of code obfuscations on android apps and anti-malware products

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:42.110191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:32.014792Z digest=sha256:a3561f8f573327c5d53dbe8239c848a079f823ab7a52bc6ad3bcf188250ae820

Observation 958b5e60-6537-4d82-a1e1-ff1c89b8255c · outbound

This paper cites Sok: Automatic deobfuscation of virtualization-protected applications.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Sok: Automatic deobfuscation of virtualization-protected applications

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:41.947006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:32.116256Z digest=sha256:ddef8e2bec50c7980fbaf3642a6a1b7c2d998f2bd0b98991519a1c33b9646e28

Observation 40699809-fb29-4dbb-b2e7-7d951bc221a1 · outbound

This paper cites Obfuscation of executable code to improve resistance to static disassembly.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Obfuscation of executable code to improve resistance to static disassembly

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:41.799034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:32.209520Z digest=sha256:03e0d73ee2a60852598709d1a0529fecb9877d516de1d6a68ffcd40f70a3e642

Observation 1f05c0a1-a3e3-47a8-9875-f5efde5e40b5 · outbound

This paper cites Deobfuscating android native binary code.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Deobfuscating android native binary code

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:41.645179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:32.303887Z digest=sha256:2fc8eb03cc6888bb9d6085aea8cf9d84b286848821b56db8a6d74b2952b8e79b

Observation 37cec7be-7ffc-4cf7-a019-f75f743ec4c2 · outbound

This paper cites Malware detection in android based on dynamic analysis.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Malware detection in android based on dynamic analysis

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:41.457466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:32.403718Z digest=sha256:8085a0ac823461d367fdc516bb1113358b59c0b43683d74c37b2454020a3eeb1

Observation cb4a42c1-5423-4fb9-8fd8-53e25437660c · outbound

This paper cites Dynamic security analysis on android: A systematic literature review.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Dynamic security analysis on android: A systematic literature review

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:41.263093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:32.502553Z digest=sha256:448d8398796f43fc7d240376f9eb15ac57fecf0f3f5e29982618563e12fd3819

Observation 49b05052-a925-4c62-9268-fa997f5d43e3 · outbound

This paper cites The IDA Pro Book: The Unofficial Guide to the World’s Most Popular Disassembler.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities The IDA Pro Book: The Unofficial Guide to the World’s Most Popular Disassembler

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:41.055196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:32.604698Z digest=sha256:dba8f3b862c0f1894009809fe92c989421229721ff0877bcb736744e5ef4d91d

Observation bdb8aa5b-39e5-412c-934d-7dff00562dc6 · outbound

This paper cites Ghidra: A software reverse engineering framework.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Ghidra: A software reverse engineering framework

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:40.878395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:32.676603Z digest=sha256:a99a4e5b1321cc6d7dd83fff4bd5d67f725dc93625a776678487d92df57e0041

Observation ac3d0cba-8bc3-4ae6-bd79-b4f7db63b3b6 · outbound

This paper cites Collberg and Clark Thomborson.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Collberg and Clark Thomborson

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:40.626158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:32.747885Z digest=sha256:380161ce61ce271461ff1e9f9973b30222d937a0d2bb7caf5460fca4eb7fefcc

Observation 587dead5-3827-4925-9a28-bb81535a51db · outbound

This paper cites Smartdec: Approaching c++ decompilation.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Smartdec: Approaching c++ decompilation

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:40.397912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:32.825885Z digest=sha256:257dd1052935dd8427d28152de61680e5a52bb5b6d9eee049c8e732736abb12c

Observation 02ea9b6f-f0c4-4800-ace4-b3eacacc732f · outbound

This paper cites Evolving exact decompilation.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Evolving exact decompilation

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:40.178858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:32.902409Z digest=sha256:81ca973a4b607ab021b1570fc88011ebcd228c469b315f8b5ace57af928eb581

Observation 4491ff7a-2c0c-416f-bfcf-981c4e344d52 · outbound

This paper cites Beyond the c: Retargetable decompilation using neural machine translation.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Beyond the c: Retargetable decompilation using neural machine translation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:40.032136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:32.976879Z digest=sha256:7ab2ebc0197ffc7d55f4e87b7c2313e4f2aa6b132b85ccea7ae1b71ba91758c0

Observation bd199b9b-cc56-4fa6-9a27-293595095ec5 · outbound

This paper cites Dobf: a deobfuscation pre- training objective for programming languages.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Dobf: a deobfuscation pre- training objective for programming languages

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:39.818283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:33.067952Z digest=sha256:9f4d778aae7d8b47bbc520015ad9e2425ba524af3d10deaeb3a72e99f64321c7

Observation bb50e23a-4dbd-4576-af24-7204341aecd8 · outbound

This paper cites Resym: Harnessing llms to recover variable and data structure symbols from stripped binaries.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Resym: Harnessing llms to recover variable and data structure symbols from stripped binaries

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:39.599261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:33.147569Z digest=sha256:43a4b3c9f5a1d6bfd1e4e645bff6b8642fa6556a4cc6ea66a3242aa1a8ae406b

Observation 43f598d6-973c-4fc3-916b-d76f2824f7d0 · outbound

This paper cites LLM4Decompile: Decompiling binary code with large language models.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities LLM4Decompile: Decompiling binary code with large language models

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:39.399174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:33.269757Z digest=sha256:72ac7cc69332b947d0f915f7a7c02b70a7d404e977c699b6117f47d1862d8969

Observation c0f0b4f7-2cb7-478c-a24a-c497ccf7708b · outbound

This paper cites Deobfuscation: Recovering an ollvm-protected pro- gram.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Deobfuscation: Recovering an ollvm-protected pro- gram

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:39.228996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:33.368312Z digest=sha256:0dfa6f3d3d53730772e8dbb08229ce846f470fd30dc1fd0548c20ee14a5ac598

Observation f63065e6-7371-4d06-803f-54be43a3a8a7 · outbound

This paper cites Obfuscator-LLVM – software protection for the masses.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Obfuscator-LLVM – software protection for the masses

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:39.035895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:33.398328Z digest=sha256:e87ef4ceae29186de9131394b8525b0fe147037b1d05392b53e292595213c27d

Observation 52c29d17-9a23-4dd4-954d-668c2eb7976c · outbound

This paper cites Capstone: The ultimate disassembler.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Capstone: The ultimate disassembler

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:38.830832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:33.480110Z digest=sha256:b678318dcdcbd147777503411e445ef68bdb2e9420ba2f75ef35a3071f7c1e87

Observation 077a9c3d-6743-4707-a6b6-4e18be2d97c0 · outbound

This paper cites Chi, Quoc V.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Chi, Quoc V

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T14:10:33.590221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:10:33.590221Z digest=sha256:9b2519059e189efb18b4cc177404fd93c74694e45e19b6019b6669230fc5f509

Observation ad6b474b-dee8-466d-81fb-d5c6e822fdb1 · outbound

This paper cites Claude 3.7 sonnet and claude code.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Claude 3.7 sonnet and claude code

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:38.685681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:33.641853Z digest=sha256:3deed960d7d05b0cbd9112000809d050ad5fce328dd0ab36c3bcd6bfff438852

Observation db81e10b-9ac6-41bd-bada-9bc35d6703a9 · outbound

This paper cites Openai models.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Openai models

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:38.507047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:33.709051Z digest=sha256:58d9dfd22ecee9c17dbbae1ee4603a083695829c9ded582b634d135531acfb04

Observation 3b554fb0-ce4f-41ef-a507-13727f76fc57 · outbound

This paper cites Grok 3 beta — the age of reasoning agents.https://x.ai/news/grok-3.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Grok 3 beta — the age of reasoning agents.https://x.ai/news/grok-3

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:38.315554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:33.767166Z digest=sha256:04c90bae504d4e644bb3d136c9aeb9f0e5d2b48c8c7686f1dc50e625ada45a4d

Observation d4242d14-7efa-4427-be94-7b061d5c15e8 · outbound

This paper cites Grok-2 beta release.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Grok-2 beta release

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:38.083007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:33.829119Z digest=sha256:ebd22bd4b9276b7098cf9b77b7824f62399920ba05f23380e98a749ebe219f83

Observation f719e3a6-92ec-464f-a5b7-7576593ad74a · outbound

This paper cites Obfuscator-llvm.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Obfuscator-llvm

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:37.858784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:33.901342Z digest=sha256:f5fa37ad6fb154cd5e68693fae1edb3dfff410f6742df319f2539f4d07550a1e

Observation 3c3093de-421d-4308-bccd-c63954a15242 · outbound

This paper cites an unresolved cited work.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:10:37.710664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:33.978338Z digest=sha256:4526fbc217cf583d0ca0b32c2f9f23cdd8fff8c6fbd0fc7ed3d4228beaf9a027

Observation b38784c6-63d4-4fc1-8448-2cbc096bb2af · outbound

This paper cites Abstract interpretation: a unified lattice model for static analysis of programs by construction or approximation of fixpoints.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Abstract interpretation: a unified lattice model for static analysis of programs by construction or approximation of fixpoints

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:37.549984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:34.051727Z digest=sha256:4d51094a9b8775eee0e85698495603fddee88a3328b7c9730b4cf350efdac3b8

Observation b1dbb75e-5809-42ca-b731-02685f76e39c · outbound

This paper cites an unresolved cited work.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:10:37.385900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:34.130655Z digest=sha256:96c0e3ef72964241edd10cc9a182ed9a2e321bb25d41562fc7701e8009c98302

Observation 8c7c2566-ec56-48cd-a714-5e5e9a8b89cf · outbound

This paper cites Program slicing.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Program slicing

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:37.239610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:34.243022Z digest=sha256:d3506b9da9504263c8d267014d6f8ac46143a5597f44911e18b4e736129c3b79

Observation 37fd90b3-7ae2-413e-ab35-bc8dec246513 · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Explaining and Harnessing Adversarial Examples

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T14:10:34.362069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:10:34.362069Z digest=sha256:21b3cda553c14b4a7a31421e97942886b556d26a3de2d58040f771a735119b7d

Observation 1b3391b3-3983-422a-a90e-3180ebfbea35 · outbound

This paper cites Baxter, A.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Baxter, A

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:37.055184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:34.414937Z digest=sha256:9326a6be4091d6be3a32343cb397dd630d13cf9365222a49853426b345a84521

Observation fbdaa91d-7c72-4884-9153-059e008420d3 · outbound

This paper cites Kamiya, S.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Kamiya, S

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:36.835694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:34.478465Z digest=sha256:08d8643339cc3b4587b4e1923eb59b11ff127b5c8168656115545d816f9b06ec

Observation 19b15f36-a4db-400e-8882-d3d660a530fe · outbound

This paper cites Barr, Zhendong Su, Mark Gabel, and Premkumar Devanbu.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Barr, Zhendong Su, Mark Gabel, and Premkumar Devanbu

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:36.658719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:34.603960Z digest=sha256:b56c3fe9adfe55d0597c4bd47a51d681ee1381346d30c280dc982a78e8f6dd54

Observation afaa659c-5513-4ee7-afa1-263d49a4404c · outbound

This paper cites Barr, Premkumar Devanbu, and Charles Sutton.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Barr, Premkumar Devanbu, and Charles Sutton

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:36.496103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:34.703101Z digest=sha256:1fc56c738c100109edd1ecd7353eb15d8b5ffc939a8e9926805ae45ee15d63e2

Observation 49a9e271-9795-4d59-8793-8c3950aa8759 · outbound

This paper cites an unresolved cited work.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:10:36.321539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:34.798938Z digest=sha256:fb8bdda3b9eb26db99d450db237133a7e888eba04f1f057dfd341036e7f7c7d0

Observation 544dc41d-56b3-4626-987a-97ab632b0a25 · outbound

This paper cites Survey of hallucination in natural language generation.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Survey of hallucination in natural language generation

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T14:10:34.894833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:10:34.894833Z digest=sha256:4c60fe35c61148a535e9c21517811fcbd79fbc0d1f11c0abca902fc006adce5a

Observation 8f3580c9-3127-4907-9cd2-5422ad2c1928 · outbound

This paper cites Sok: (state of) the art of war: Offensive techniques in binary analysis.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Sok: (state of) the art of war: Offensive techniques in binary analysis

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:36.166476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:34.958103Z digest=sha256:0233c58cbb113d29f9dda1dee408f7c9f8f2bed95de78c84fb83efbfdcf35aa3

Observation 6b882c96-6fc4-48cc-8011-8cb93bacd100 · outbound

This paper cites Schwartz.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Schwartz

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:36.006961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:35.052313Z digest=sha256:ce1f9abb4db34711e6833c46ab6bb7fdf29a5dd381f2a6b81a3902203f3fd1b7

Observation 445642c5-7860-4af1-975e-c3248f6648ee · outbound

This paper cites Practical Reverse Engineering: x86, x64, ARM, Windows Kernel, Reversing Tools, and Obfuscation.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Practical Reverse Engineering: x86, x64, ARM, Windows Kernel, Reversing Tools, and Obfuscation

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:10:35.862853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:35.143793Z digest=sha256:f76aaf72f319206a3b20a3d37b432621546b47aadb8d69d36b1443027f1d3b51

Observation 757eed43-b180-4f46-a6d6-3904deadcb10 · outbound

This paper cites an unresolved cited work.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:10:35.702395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:35.236250Z digest=sha256:c3ab0172cab233879c1d31e675835be92e51b274fcc65f00ab4a1832eb4c1033

Observation bfa3d802-0d27-490e-af8c-81868cc35149 · outbound

This paper cites Tjbim/deconstructing-obfuscation: Llm assembly deobfuscation study.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Tjbim/deconstructing-obfuscation: Llm assembly deobfuscation study

Reference 60

Resolution
verified exact
doi, observed 2026-08-07T14:10:35.502451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:10:35.312691Z digest=sha256:da66bc4459249f2a4ab6e1c564e21857821bb88af0408af811c3ddefd3a8a431

Observation d8d355f0-9ab0-4a67-bd1e-5ee8e883e941 · outbound

This paper cites an unresolved cited work.

Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Unresolved cited work

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-07T14:10:30.270585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:10:30.270585Z digest=sha256:62b6d989e080609953c806c9309004a81dda0e66094e28aeb13cd6eb43fbfb8f

Pith citing papers

Observation 94586ee6-d2d2-4123-bf60-2ae23711965e · inbound

Can LLMs Deobfuscate Binary Code? A Systematic Analysis of Large Language Models into Pseudocode Deobfuscation cites this paper.

Can LLMs Deobfuscate Binary Code? A Systematic Analysis of Large Language Models into Pseudocode Deobfuscation Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:35:59.854939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T18:02:53.996840Z digest=sha256:63a84d8c5f4ad2f0ed4278b624f1386a60789dad49457fdf496259ec48fd19c4

Observation 97f2687d-574d-43e1-b4a6-3bb60c9ed03f · inbound

Acoda: Adversarial Code Obfuscation for Defending against LLM-based Analysis cites this paper.

Acoda: Adversarial Code Obfuscation for Defending against LLM-based Analysis Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-07-03T11:38:05.376074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-27T09:26:27.039443Z digest=sha256:19bfaa8e5c8f15de6410b5428dceabfbbf437ec622f1c04c4369064920c64c2d

Observation 00b832f4-ebf6-4843-976f-5030cd789e6d · inbound

OASIF: An Efficient Obfuscation-Aware Self-Improving Framework for LLM-Based Assembly Code Instruction Following and Comprehension cites this paper.

OASIF: An Efficient Obfuscation-Aware Self-Improving Framework for LLM-Based Assembly Code Instruction Following and Comprehension Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-06-30T03:04:13.885146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T02:58:39.929690Z digest=sha256:85ab1c4f03d9a3ce487b5e4094d60ae4da2a40bb48c47cd4ae6751f25b4fd6df