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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 22 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 2026-08-21T06:32:19.484+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=sha256:68378fc8f117c004b338690b30e4cf3e99308c28968ff6c1cb6ccbab7403fc11

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:30.348316Z digest=sha256:4c44387926268b46f57affb4843129ce39e51c963c861389978b08aba5464a88

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:30.419495Z digest=sha256:9f67a066a704807d8711a0a578167ccb699da857d6672baa4adffbeace14828f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:30.535842Z digest=sha256:d999ef396ffa9b36c73ccca45ef4c442b009b530f297f6b3df8f1bb9d25d3283

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:30.625771Z digest=sha256:0d2e4f07727efe5bea71bc4347a03ebdeb0cb1f4e8dcffdb59c7c8b8bf6fe104

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=sha256:5854124a3a35ff30a58912fa520170c0b236be934013857e294a6d99142ad8b2

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:30.768675Z digest=sha256:fbb5a6ddb1fc9165ba2c9e031ffaac9f54fc6ef17ad4f068805dcc69a5203b03

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:ba0ae44bbade1640823abee9c6c56100e049dc1c8e90f67e14ade048e2206787

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=sha256:5766c09fd79cbfcbc89ebbba745b4d15ae4b8e14f38eef05b02167ed69328423

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=sha256:28c20b4b1f089ed316a82ff32de588d785e6dfa93e516511bb5d44c0e361205b

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=sha256:21de38392a818750b7f77129a9d74fa452218130c3b07e07ac73dc83fc5a96aa

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:31.276126Z digest=sha256:5c45fe19e06f3b0dd2ab95b56d12d5ab866dd41440157adaf91f9a1e19640716

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:ba7d9c2e83070e6930f6424d9c7d33404f9c6a9b2dddd7914bb16a368982f4dd

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:31.421649Z digest=sha256:49f428c61c51cca38d907b4736719555b1b9cecc49ab25ea3214f54e86dbdd67

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:31.488588Z digest=sha256:f849ffcca5cd16bd76e1a56f77bdc80d00cb0f62ff131baef2473db59242cdce

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:31.555413Z digest=sha256:67f0b3feda3a22b2cfc5db04a82c6d057356d1a8bbafafd3903d96a9f2cd2887

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=sha256:80164d2bf79a489da03bb0ec8ecae93f6439550f1940830aacfd6e535ba14f63

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:31.727874Z digest=sha256:c44ec6831a9b02a42144160eb83dbecd2b62eb2fb43ec4745c11d6d026d29531

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:31.797032Z digest=sha256:2d182a62411343aaa2048d5c921ebd8f00428f69a0b010ecb6c05c18266b59c5

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:31.916294Z digest=sha256:4c2b66c7b24a07e9a9952f740c3c8d5365cbf9612a78c22e89e8a5074b263547

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:32.014792Z digest=sha256:d27f913e5066a608ac46caff5484b637c41826c387c7592df64dfd8391f61a18

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:32.116256Z digest=sha256:6776d545cb5e79476010bb5c105064bd09d9fecf8f6f2a569a8319616f6ebb7d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:32.209520Z digest=sha256:04edeafd39f77eb610a67224b5346e9b7e758f3469f161ba5804dbbe07bed16f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:32.303887Z digest=sha256:f74d875ab68c0310f109490ea2eef662d7b824d0ec819a68dddcc42ff1fc6c4a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:32.403718Z digest=sha256:615e054b4f67f9aa80debeb8019e6c216230d4d727e61b40aa05c360e41f70f3

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:32.502553Z digest=sha256:d38b90285a582323a0cc107adaa9d92914b7d8e90e2ab4f15590fcfe585e5b4c

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:32.604698Z digest=sha256:0f58ea96046f8fe282a7726ceec73289d49871ae4924980f75c5567b1bfe42ff

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:32.676603Z digest=sha256:0228369bef7a3b46a062545333695e438dea269b508dccfaf23e78173d20cab0

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:32.747885Z digest=sha256:1466762616c5736a8e1230f43ae11ad188175f905313b5c0650b100fda7517eb

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:32.825885Z digest=sha256:5473ae449511fa9fe77c0f267f975be0b4f43dd3a23e5d1e693d4e5491eae38e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:32.902409Z digest=sha256:3d7aad6fac8e5458844048eaf8572d970363aa01d70e375f2e949e9b39534214

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:32.976879Z digest=sha256:2968361cff5f0bce6c3faa405363798c3ff10cc0f9e672f9093d6042c19aed9b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:33.067952Z digest=sha256:9313b76e2ae76ed8faf3a0f379dd9b1eeb18435570ed7e571c4a027c44c0f3a4

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:33.147569Z digest=sha256:482eb28759088cdb69e28c97629d1f0666d538420929944fcdc542316e35a0a6

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:33.269757Z digest=sha256:48d23766ec0e7c62e228145c677fbb24d3acbc30089a398011231099461ab461

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:33.368312Z digest=sha256:f1d5847ad56830190e5eb8afc3d0fa1c2bbaf7d77514b9ebbd83ae43315a2a5b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:33.398328Z digest=sha256:fd4e9bd43339f8fe675d8777b7aa94be19619c8e1c09516646c7da4c61715063

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:33.480110Z digest=sha256:fcf391e56dbf48c415450ae32d1e6c4cbdfa69b85284d76fcf579974ee1471cd

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:d3b547c65f3d0cc508b526467d918af00d939d81594c523dadb9fe54d67827df

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:33.641853Z digest=sha256:8f5bdb2d8f1f7ee7bda0489747e8e859a9f6c1df75ff2517f890cf6d6b180c88

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:33.709051Z digest=sha256:9bef09e59c98328fbfcb854a47ed8e87242ba7185da3ce90c3e829c097722b0a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:33.767166Z digest=sha256:cc8a061610eac601bdf15d8db13df23c02a748ec0b742d589450b6867720675b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:33.829119Z digest=sha256:a0a6af3a855256c171b1f4fe2fdbec74c05f3ddb592e7e5bd3d4f48fbdec3866

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:33.901342Z digest=sha256:a0caba563873604eebdc0ff06b1ed64d7f4ebf5c44bae839fc1dae05efd6e323

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:33.978338Z digest=sha256:387f6ad0f4813a9488b1c25a7177ffdb99c2003366ccd906ad59a9a5ec952a1e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:34.051727Z digest=sha256:1b7788b58fd99002afe97a064d1a56fbb3968c56778e6f064bc99919c91304eb

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:34.130655Z digest=sha256:a5b698fc77f838682ddf5e77ecfe1e9a10c9b1eb96a7095c5623e0b37ac9df54

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:34.243022Z digest=sha256:82a49d96716e036e58230a339a14c7ef24f4b0fde265f6955c2d0e431d3af9a6

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:e4d4dc72e07218c12ea0c46f2a3c80e8fd1445dcd67a1421340bda0dbcee08d3

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:34.414937Z digest=sha256:8f9d3ed6b82ead7874e4927c81d9a1135fd38a75f5d036323d28e0cf7b9653a7

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:34.478465Z digest=sha256:0ccf1b1d2a85c43de2eeaefdda069c5f2207958024b550e6cc41194210d277da

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:34.603960Z digest=sha256:a6dc4751663700fb4990b9e52507adcf31e98a7da1089d680abc7104fd302b6e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:34.703101Z digest=sha256:02af201e902e49407fd35a34e01a303f5ee958c3128db0e27c178e933a6939f1

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:34.798938Z digest=sha256:889fc46d4cafb32ca935f8b25cf993acc2280be1836b2a71a3f38a40fab5b9bc

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:e99c8b941ddd90ccae3e7742b32f429ff180e424ef0eadacfae54b422be7a84d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:34.958103Z digest=sha256:038904bda93108bdc2a73952dad27df89a3ed1fd1f810011dee36fd37075fd26

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:35.052313Z digest=sha256:55972a7cbcb7cfa20760f003a1b2279bf23583fad84d5b00ac2893bd06b07381

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:35.143793Z digest=sha256:14cf4dd0cbe1df409e746b561791e50ae9a7efb0bd07cba2d440fd4e85f0b71e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:35.236250Z digest=sha256:354f2dccf675124e807f9ee6340ebb47c454fa05aa371085f7e1eecee40e42a5

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:10:35.312691Z digest=sha256:0e2e905a1e517bbe652bbea712b80e4c33a21de573d87c56d43c703e84e3628c

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:efff60abef93c6385fb585ba21af6ac580b32fcf218440fdda70d39e57538a59

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-10T18:02:53.996840Z digest=sha256:69c29e04e20e94d67014971e34d2e76ffc5f119c6acd058cb6f3c572984f91b4

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-27T09:26:27.039443Z digest=sha256:90b9a42654eb1362d305f5a16fe3d88e60e96f26ec154d99ddc34ed413c8bf12

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-30T02:58:39.929690Z digest=sha256:b7bec5e7d08bb87ef6f848dc864c15e4a512a94cf9cebca30289206a42d84d30