Paper Citation Record · LEDGER

Large Language Models for Validating Network Protocol Parsers

As of 21 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 1 inbound Pith citation observation for arXiv:2504.13515.

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

pith.paper-citation-record.v1
2504.13515 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:11:29.381621Z

measured 58 of 58 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T00:32:47.276773Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T00:32:47.388564Z

Reference resolution

57 of 57 outbound references displayed

verified exact0
verified fuzzy33
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 91c8cbcd-c935-4616-bdcb-210f3de4f7b7 · outbound

This paper cites The transport layer security (tls) protocol,.

Large Language Models for Validating Network Protocol Parsers The transport layer security (tls) protocol,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:30.036084Z

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.

Observation 3ebac464-7caf-422f-bf2f-d600464f0856 · outbound

This paper cites File transfer protocol (ftp),.

Large Language Models for Validating Network Protocol Parsers File transfer protocol (ftp),

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:30.026229Z

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.

Observation 0b605f2d-3fd9-4d61-9366-062b18c1d7e3 · outbound

This paper cites Internet protocol (ip),.

Large Language Models for Validating Network Protocol Parsers Internet protocol (ip),

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:30.016527Z

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.

Observation 087e5cd1-266e-4d9c-83a5-cd325ce5fb09 · outbound

This paper cites The heartbleed bug,.

Large Language Models for Validating Network Protocol Parsers The heartbleed bug,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:30.006398Z

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.

Observation 1ca9991f-e8e5-4546-8f5b-bf341f3fbd5a · outbound

This paper cites Openssl,.

Large Language Models for Validating Network Protocol Parsers Openssl,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.995889Z

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.

Observation 003f34c1-cfef-433c-a9cc-b3a73228b5e3 · outbound

This paper cites Cve-2021-41773,.

Large Language Models for Validating Network Protocol Parsers Cve-2021-41773,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.987026Z

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.

Observation 0346e8af-a947-4ecc-a9e0-11b8a803c8c1 · outbound

This paper cites Model checking large network protocol implementations,.

Large Language Models for Validating Network Protocol Parsers Model checking large network protocol implementations,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.978152Z

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.

Observation 64096e1d-c209-4cb8-9ee8-ca4dd9b56660 · outbound

This paper cites Automatic verification of the TLS handshake protocol,.

Large Language Models for Validating Network Protocol Parsers Automatic verification of the TLS handshake protocol,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.968928Z

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.

Observation c9a7df3b-d55d-4ceb-b663-8f5140c152cc · outbound

This paper cites Modular verification of software components in C,.

Large Language Models for Validating Network Protocol Parsers Modular verification of software components in C,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.960005Z

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.

Observation 2a3d6116-b6b8-4557-8252-7ee3036b0083 · outbound

This paper cites Aflnet: a greybox fuzzer for network protocols,.

Large Language Models for Validating Network Protocol Parsers Aflnet: a greybox fuzzer for network protocols,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.950476Z

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.

Observation 383a9fc3-ee3c-4759-8399-662a77113de8 · outbound

This paper cites Lifting network protocol implementation to precise format specification with security applications,.

Large Language Models for Validating Network Protocol Parsers Lifting network protocol implementation to precise format specification with security applications,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.941199Z

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.

Observation 034be61d-8b58-4ca2-b81e-e7c92190f8ee · outbound

This paper cites Pardiff: Practical static differential analysis of network protocol parsers,.

Large Language Models for Validating Network Protocol Parsers Pardiff: Practical static differential analysis of network protocol parsers,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.932538Z

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.

Observation 80e2189f-0fda-4202-b17e-ceaf97df768d · outbound

This paper cites Kit: Testing os-level virtualization for functional interference bugs,.

Large Language Models for Validating Network Protocol Parsers Kit: Testing os-level virtualization for functional interference bugs,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.234877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56643fe8-e137-43d8-88fc-56c1028363de · outbound

This paper cites Why do de- velopers remove lambda expressions in java?.

Large Language Models for Validating Network Protocol Parsers Why do de- velopers remove lambda expressions in java?

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.923346Z

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.

Observation f9aa21fa-1fff-4d4c-adb8-8c11bb1d0054 · outbound

This paper cites Validating network protocol parsers with traceable rfc document interpretation,.

Large Language Models for Validating Network Protocol Parsers Validating network protocol parsers with traceable rfc document interpretation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.914461Z

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.

Observation 3c8316d4-b887-4ca6-9c3a-681f2c1317c1 · outbound

This paper cites Dpifuzz: a differential fuzzing framework to detect dpi elusion strategies for quic,.

Large Language Models for Validating Network Protocol Parsers Dpifuzz: a differential fuzzing framework to detect dpi elusion strategies for quic,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.905794Z

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.

Observation 146254b8-54ad-4953-bf52-0b267846c89d · outbound

This paper cites 3DGen: AI-Assisted Generation of Provably Correct Binary Format Parsers.

Large Language Models for Validating Network Protocol Parsers 3DGen: AI-Assisted Generation of Provably Correct Binary Format Parsers

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.247769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3694cc6a-df1e-4675-96bc-a57a7cbbfdb2 · outbound

This paper cites Tree-sitter,.

Large Language Models for Validating Network Protocol Parsers Tree-sitter,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.895949Z

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.

Observation d0a88d54-389a-4cc6-a81a-afc35c616ea7 · outbound

This paper cites Autogen: Enabling next-gen LLM applications via multi-agent conversation,.

Large Language Models for Validating Network Protocol Parsers Autogen: Enabling next-gen LLM applications via multi-agent conversation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.886492Z

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.

Observation a2b76371-805e-4a87-ad6c-c8e1181b0cf3 · outbound

This paper cites Claude 3.5 sonnet,.

Large Language Models for Validating Network Protocol Parsers Claude 3.5 sonnet,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.877089Z

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.

Observation fb417231-8e72-4f86-9b68-9e6a1a3ccfc4 · outbound

This paper cites 3d: Dependent data descriptions for verified validation,.

Large Language Models for Validating Network Protocol Parsers 3d: Dependent data descriptions for verified validation,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.867520Z

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.

Observation c14891b2-fc24-4a34-8ad7-d22288651447 · outbound

This paper cites Everparse,.

Large Language Models for Validating Network Protocol Parsers Everparse,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.858071Z

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.

Observation 2541ea5b-a395-4411-beb8-973daa54229e · outbound

This paper cites The frrouting protocol suite,.

Large Language Models for Validating Network Protocol Parsers The frrouting protocol suite,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.848360Z

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.

Observation 3cf67354-e2ac-4706-9aa9-cd0a6e8a12e2 · outbound

This paper cites Bidirectional forwarding detection (bfd),.

Large Language Models for Validating Network Protocol Parsers Bidirectional forwarding detection (bfd),

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.838558Z

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.

Observation 934db52b-42d2-4ef9-b36a-b94a0b14cef8 · outbound

This paper cites Boofuzz,.

Large Language Models for Validating Network Protocol Parsers Boofuzz,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.828535Z

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.

Observation 3ddd41a7-a66d-44ca-bd96-6deb7db69b77 · outbound

This paper cites Prognosis: closed- box analysis of network protocol implementations,.

Large Language Models for Validating Network Protocol Parsers Prognosis: closed- box analysis of network protocol implementations,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.817866Z

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.

Observation 8b1360fc-ef34-4687-8928-e7da8ac23ff8 · outbound

This paper cites Large language model guided protocol fuzzing,.

Large Language Models for Validating Network Protocol Parsers Large language model guided protocol fuzzing,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.808190Z

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.

Observation a12b0d58-2c5d-4af4-9ae4-d98f95b0a3b5 · outbound

This paper cites StarCoder: may the source be with you!.

Large Language Models for Validating Network Protocol Parsers StarCoder: may the source be with you!

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.285677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19d8dbbf-05bf-4f97-a701-86600eb0ad8f · outbound

This paper cites Cycle: Learning to self- refine the code generation,.

Large Language Models for Validating Network Protocol Parsers Cycle: Learning to self- refine the code generation,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.289146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ef33c84-0f14-4ed0-999f-47b661980bc6 · outbound

This paper cites Evaluating language models for efficient code generation,.

Large Language Models for Validating Network Protocol Parsers Evaluating language models for efficient code generation,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.791793Z

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.

Observation 36fb272e-dad0-4163-ae06-4886e646252f · outbound

This paper cites DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.

Large Language Models for Validating Network Protocol Parsers DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.295779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d725014-9114-4a43-a01c-c11af3d9251d · outbound

This paper cites Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models,.

Large Language Models for Validating Network Protocol Parsers Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.782008Z

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.

Observation cf7175bc-7cf9-40b9-a5f7-b7f83b38964e · outbound

This paper cites Large language models are few- shot testers: Exploring llm-based general bug reproduction,.

Large Language Models for Validating Network Protocol Parsers Large language models are few- shot testers: Exploring llm-based general bug reproduction,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.302236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ba93948-62fa-4478-a84d-453260372194 · outbound

This paper cites WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models.

Large Language Models for Validating Network Protocol Parsers WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.305719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdbeea85-ce4a-4744-a52a-229c8d2cc1d3 · outbound

This paper cites Code-aware prompting: A study of coverage-guided test generation in regression setting using llm,.

Large Language Models for Validating Network Protocol Parsers Code-aware prompting: A study of coverage-guided test generation in regression setting using llm,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.308986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ea1f649-9134-48bd-bc06-458de7acac67 · outbound

This paper cites An empirical study of deep learning models for vulnerability detection,.

Large Language Models for Validating Network Protocol Parsers An empirical study of deep learning models for vulnerability detection,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.765043Z

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.

Observation 03b7b2b9-990f-4781-a088-eaeeeb57476d · outbound

This paper cites Enhancing static analysis for practical bug detection: An llm-integrated approach,.

Large Language Models for Validating Network Protocol Parsers Enhancing static analysis for practical bug detection: An llm-integrated approach,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.754155Z

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.

Observation a7620c75-16cd-4ee3-a2db-2f77a8a49601 · outbound

This paper cites Sanitizing large language models in bug detection with data-flow,.

Large Language Models for Validating Network Protocol Parsers Sanitizing large language models in bug detection with data-flow,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.743512Z

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.

Observation 33203d66-8435-4ed8-8df7-632a4cce2043 · outbound

This paper cites LLMDFA: analyzing dataflow in code with large language models,.

Large Language Models for Validating Network Protocol Parsers LLMDFA: analyzing dataflow in code with large language models,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.733710Z

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.

Observation 3d78deec-42de-41b9-be06-813150c619cd · outbound

This paper cites RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing.

Large Language Models for Validating Network Protocol Parsers RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.325674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffb255b1-948c-4735-b1ec-372ef30fb956 · outbound

This paper cites IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities.

Large Language Models for Validating Network Protocol Parsers IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.329119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ba15d87-23c9-48e4-84cc-21af7b436911 · outbound

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

Large Language Models for Validating Network Protocol Parsers Resym: Harnessing llms to recover variable and data structure symbols from stripped binaries,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.723253Z

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.

Observation eba7e8d9-8f83-4435-954c-fb269f95d7fb · outbound

This paper cites Symbol Preference Aware Generative Models for Recovering Variable Names from Stripped Binary.

Large Language Models for Validating Network Protocol Parsers Symbol Preference Aware Generative Models for Recovering Variable Names from Stripped Binary

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.335786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bd3524f-0530-478c-af5a-714402db8db8 · outbound

This paper cites LLM4Decompile: Decompiling Binary Code with Large Language Models.

Large Language Models for Validating Network Protocol Parsers LLM4Decompile: Decompiling Binary Code with Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.339661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70b56488-6294-407d-92c2-bc2e53404842 · outbound

This paper cites Impact of code language models on automated program repair,.

Large Language Models for Validating Network Protocol Parsers Impact of code language models on automated program repair,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.342826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aabf3d9-4737-4f6e-98f7-2930994aa842 · outbound

This paper cites Autocoderover: Autonomous program improvement,.

Large Language Models for Validating Network Protocol Parsers Autocoderover: Autonomous program improvement,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.345963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55ab3d94-d3cf-48ce-b234-7fb971a4c351 · outbound

This paper cites How effective are neural networks for fixing security vulnerabilities,.

Large Language Models for Validating Network Protocol Parsers How effective are neural networks for fixing security vulnerabilities,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.349382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dd1184c-4892-4627-927a-cc39c7a9da4f · outbound

This paper cites The Llama 3 Herd of Models.

Large Language Models for Validating Network Protocol Parsers The Llama 3 Herd of Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.352259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4252a68-a87e-4e35-88a5-e6845e281686 · outbound

This paper cites DeepSeek-V3 Technical Report.

Large Language Models for Validating Network Protocol Parsers DeepSeek-V3 Technical Report

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.355273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 368272ff-d338-47f2-b5f6-691529d5767e · outbound

This paper cites Language mod- els are few-shot learners,.

Large Language Models for Validating Network Protocol Parsers Language mod- els are few-shot learners,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.358576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c0f72a3-f7aa-4e78-80b6-18759cf4ff68 · outbound

This paper cites How Effective are Large Language Models in Generating Software Specifications?.

Large Language Models for Validating Network Protocol Parsers How Effective are Large Language Models in Generating Software Specifications?

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.361950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7857328b-460f-451d-b590-b7055fc44501 · outbound

This paper cites ReCode: Robustness Evaluation of Code Generation Models.

Large Language Models for Validating Network Protocol Parsers ReCode: Robustness Evaluation of Code Generation Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.365659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79d41220-0508-47c6-9575-8bbcab2e2aa0 · outbound

This paper cites Exploring and evaluating hallucinations in llm-powered code generation,.

Large Language Models for Validating Network Protocol Parsers Exploring and evaluating hallucinations in llm-powered code generation,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.368916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 836c8ef8-0d64-4947-bf9b-9f06c91e59d6 · outbound

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

Large Language Models for Validating Network Protocol Parsers Reasoning Runtime Behavior of a Program with LLM: How Far Are We?

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.371954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6970d8d-07f7-4fcf-824f-73a024b47c50 · outbound

This paper cites CodeMind: Evaluating Large Language Models for Code Reasoning.

Large Language Models for Validating Network Protocol Parsers CodeMind: Evaluating Large Language Models for Code Reasoning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.375341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee921ae5-875c-4474-b5e3-0d6b3b7b795c · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

Large Language Models for Validating Network Protocol Parsers Chain-of-thought prompting elicits reasoning in large language models,

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-16T12:11:29.378575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfee54bb-b515-4294-9daa-171a5221e570 · outbound

This paper cites Retrieval augmented generation with llms for explaining business process models,.

Large Language Models for Validating Network Protocol Parsers Retrieval augmented generation with llms for explaining business process models,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:11:29.691108Z

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.

Pith citing papers

Observation c23763c0-6073-47af-a093-fdae4331e803 · inbound

RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing cites this paper.

RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing Large Language Models for Validating Network Protocol Parsers

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T00:32:47.395661Z

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.