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Paper Citation Record · LEDGER

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints

As of 21 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2608.00966.

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

pith.paper-citation-record.v1
2608.00966 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:39:39.424282Z

measured 53 of 53 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

  • verified exact0
  • verified fuzzy40
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b491f7fb-8390-48f5-8c5f-c125c0bf6209 · outbound

This paper cites The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering

Reference 1

Resolution
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no resolver link, observed 2026-08-06T00:39:33.292683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:39:33.292683Z digest=sha256:4234c63805cab5d2a2212dabc8347f2bed901808457bdc572bda13df75f0fb0b

Observation 7edf442b-5a90-4c92-b065-1cf7cd65dd0f · outbound

This paper cites Agen- tic much? adoption of coding agents on GitHub,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Agen- tic much? adoption of coding agents on GitHub,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:48.457898Z

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=2026-08-06T00:39:33.360020Z digest=sha256:0511196ba8fbd93160cbf93d3fe666114a843180dbb302334e5551cbca3939fd

Observation 4eb8a494-fbf3-408d-9046-ac25a98b7c06 · outbound

This paper cites GitHub terms of service,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints GitHub terms of service,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:48.268242Z

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=2026-08-06T00:39:33.546825Z digest=sha256:8854293ef700cb52ebc91cc92c9de2b0fe80e5ace397d50d92b6923f4ad5dd46

Observation 60c2dcfd-edb2-434c-bf21-aed59b325716 · outbound

This paper cites Studying the impact of noises in build breakage data,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Studying the impact of noises in build breakage data,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T00:39:33.685358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:39:33.685358Z digest=sha256:357a08063ee66cbc25a0400a3a0fce4d4ca71c6a290a7f5b87b75b34c5779ec4

Observation 515442eb-0f28-4274-862d-09a706d6dff6 · outbound

This paper cites Grounded Copilot: How programmers interact with code-generating models,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Grounded Copilot: How programmers interact with code-generating models,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:48.074465Z

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=2026-08-06T00:39:33.812632Z digest=sha256:906ccc76b2c3bab62c376ec049785cfd314daf8790c29fbd37f3cc22596b9fe7

Observation 22233d2b-28bc-45dc-9934-0dfc111ff921 · outbound

This paper cites Fingerprinting AI coding agents on GitHub,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Fingerprinting AI coding agents on GitHub,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:47.845964Z

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=2026-08-06T00:39:33.891803Z digest=sha256:29d353f8fc3f1ab8b892c75eb5d3cbbb564ea5809f27b6e0a266bbb2ce8e6644

Observation 097b6e93-6e28-4828-be83-1b58ec52a68b · outbound

This paper cites De-anonymizing programmers via code stylometry,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints De-anonymizing programmers via code stylometry,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:47.648775Z

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=2026-08-06T00:39:34.010552Z digest=sha256:11bb422e60d95c129ca3a71086702ec69a109194775e85aa33703200d87608f3

Observation 852442e4-934c-4d95-a5ae-13727e4ab90c · outbound

This paper cites Source code authorship attribution using n-grams,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Source code authorship attribution using n-grams,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:47.469804Z

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=2026-08-06T00:39:34.107163Z digest=sha256:1c75826e7a42103d1bd0dd5cea3373e8af86d22d8f1f21ef21e904755bffc4d4

Observation d33d33f0-35d1-4fd2-9e94-ed9b418dc987 · outbound

This paper cites Large-scale and language-oblivious code authorship identification,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Large-scale and language-oblivious code authorship identification,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:47.229676Z

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=2026-08-06T00:39:34.201725Z digest=sha256:c5c4d55dc38c078cff223ac037269d34fcba9a7ad1d6f290c228da2f05a6427a

Observation 2665e7a6-f297-470e-a738-f25fc30c7010 · outbound

This paper cites Supervised contrastive learn- ing,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Supervised contrastive learn- ing,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T00:39:34.280903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:39:34.280903Z digest=sha256:8d836929373ad54f35ecb1a18f884b3d2b16ff0432e2bb5bada562063ac942c8

Observation 98180b35-3c1d-4a21-8e4d-c9ab76dadd06 · outbound

This paper cites Sentence-BERT: Sentence embeddings using siamese BERT-networks,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Sentence-BERT: Sentence embeddings using siamese BERT-networks,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:46.975631Z

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=2026-08-06T00:39:34.351240Z digest=sha256:8aa3c694838a3a7772aff57648516975dd1523fce3d496ea894c0f61d04af74f

Observation 904b723f-261f-45cb-ada2-4da4708f3aa8 · outbound

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

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints CodeBERT: A pre-trained model for programming and natural languages,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:46.740169Z

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=2026-08-06T00:39:34.439881Z digest=sha256:b2280c2e14ede37d093ce1843e66ccf4cf7c34426fb00e48c5b5b6d4de697534

Observation 65c55415-ecf6-42d7-8c85-2ac888b6e251 · outbound

This paper cites A unified approach to interpreting model predictions,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints A unified approach to interpreting model predictions,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T00:39:34.533754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:39:34.533754Z digest=sha256:18317f1be8c4ff5c9f8bfe1f3ef27a234de1bb51a85fb65736442f6461ec18c8

Observation b3f76891-e06d-4c9d-a83c-0c68602bd677 · outbound

This paper cites Appropriate statistics for ordinal level data: Should we really be using t-test and Cohen’s d for evaluating group differences on the NSSE and other surveys,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Appropriate statistics for ordinal level data: Should we really be using t-test and Cohen’s d for evaluating group differences on the NSSE and other surveys,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:46.602062Z

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=2026-08-06T00:39:34.658802Z digest=sha256:7bb2fe413421737c88e8984a19e0f18b3d01a7acdf5a714eeb5ccd6aba9be0b9

Observation 1cdf1a44-f7a7-4dcd-b0f3-d9fbb9ff5fc6 · outbound

This paper cites AgenTag: Attribution of AI coding agents from behavioral fingerprints (replication package),.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints AgenTag: Attribution of AI coding agents from behavioral fingerprints (replication package),

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:46.393605Z

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=2026-08-06T00:39:34.754604Z digest=sha256:ca93b11fda04400c6401bb9ad1482ddfe53ce01a8d54a94c38bf83990f9e4026

Observation 154ff929-7f9c-4f5c-b752-8932bb9f1ec2 · outbound

This paper cites Comparing AI cod- ing agents: A task-stratified analysis of pull request acceptance,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Comparing AI cod- ing agents: A task-stratified analysis of pull request acceptance,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:46.241235Z

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=2026-08-06T00:39:34.830231Z digest=sha256:b90015d43c60985aec00dcd1799c7e8962360b264ad9bacda8eb0850378623c5

Observation 755677c3-c377-48a1-81c1-abbbaf0cf357 · outbound

This paper cites How AI coding agents modify code: A large-scale study of GitHub pull requests,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints How AI coding agents modify code: A large-scale study of GitHub pull requests,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:46.024745Z

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=2026-08-06T00:39:34.961528Z digest=sha256:16de357e5d7dad9e1f4c1b99e15204c9fbd2aebb10e00c8280e685f2000465c8

Observation 4cf5ca7f-79a5-4971-8f30-4b265580d940 · outbound

This paper cites Code change characteristics and description alignment: A comparative study of agentic versus human pull requests,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Code change characteristics and description alignment: A comparative study of agentic versus human pull requests,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:45.874644Z

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=2026-08-06T00:39:35.085116Z digest=sha256:829029ae3354068ed6221c70004da4be66ef68907a858159a2e63d820c469ddb

Observation bb25a3fb-6435-4de1-a1c4-f695a489ea50 · outbound

This paper cites Prototypical networks for few-shot learning,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Prototypical networks for few-shot learning,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T00:39:35.192311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:39:35.192311Z digest=sha256:2766ea65af8e153fdcaa4a65a2457c57012dfae42e9b6e3fb5474ee4bfa1a37e

Observation ae61e4aa-4394-4481-b647-435dda77b3b6 · outbound

This paper cites FaceNet: A unified embedding for face recognition and clustering,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints FaceNet: A unified embedding for face recognition and clustering,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:45.732907Z

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=2026-08-06T00:39:35.279147Z digest=sha256:1249538914eb6da1c0de891b9acd9422e08cefc20ca7a2dffac3e3374f561d98

Observation df367b9d-1471-41c9-9d10-0ad4e6b84550 · outbound

This paper cites X- Vectors: Robust DNN embeddings for speaker recognition,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints X- Vectors: Robust DNN embeddings for speaker recognition,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:45.562813Z

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=2026-08-06T00:39:35.365080Z digest=sha256:e9252268aad217570d60aeda616e34cf98f2e7be706da90b89d3da7f1233c3bb

Observation 3438de86-05d8-470c-84ab-d143a5b0c68f · outbound

This paper cites Toward open set recognition,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Toward open set recognition,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:45.395939Z

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=2026-08-06T00:39:35.399853Z digest=sha256:eaa7e2836f87100b919aeb00a254a5b970f16be72b544d808e935a601cb08103

Observation f891a122-adec-4513-8fb8-0ee8e349cd7f · outbound

This paper cites Conventional commits specification,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Conventional commits specification,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:45.161662Z

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=2026-08-06T00:39:35.414628Z digest=sha256:3bcd5ba96a7d28cf914ac186a905d815a56abb4ea3537b3872e8d655726832b6

Observation 79fdf509-5fd4-45b5-bd99-4ae7c7fec7d3 · outbound

This paper cites An introduction to variable and feature selection,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints An introduction to variable and feature selection,

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T00:39:35.517276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:39:35.517276Z digest=sha256:6312fc136e7213b6ca781117c3f74c79771d742ee1460e26df46f7d3cc09fcee

Observation a3591569-9466-430a-a962-4ea5a4e01ba5 · outbound

This paper cites Collinearity: a review of methods to deal with it and a simulation study evaluating their performance,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Collinearity: a review of methods to deal with it and a simulation study evaluating their performance,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:44.984767Z

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=2026-08-06T00:39:35.596841Z digest=sha256:c8a6ac4fc37007630d976a99c0d8782fcc3802e5ae25f028f2ece2959612cc4d

Observation a33b193c-dde6-45b4-9aa4-f9b4306304ae · outbound

This paper cites Harrell, Frank E.,Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Anal- ysis, 2nd ed.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Harrell, Frank E.,Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Anal- ysis, 2nd ed

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:44.824616Z

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=2026-08-06T00:39:35.676858Z digest=sha256:614b1599c1880b50daddf4fc382ac8b1f6a4cddad66843c4fc26fdbf8fd1a9a8

Observation 9b865dc3-bbbe-4342-a8e0-a368c30712f1 · outbound

This paper cites Kuhn and K.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Kuhn and K

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:44.643656Z

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=2026-08-06T00:39:35.757786Z digest=sha256:1fb21b8b447d027dc41a5e8330c9d4c58c6ce24dde4e0f9bbd1f720b765cff16

Observation 4958064e-5d8b-4be5-b38d-d72c378dec73 · outbound

This paper cites GraphCodeBERT: Pre-training code representations with data flow,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints GraphCodeBERT: Pre-training code representations with data flow,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:44.444634Z

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=2026-08-06T00:39:35.835010Z digest=sha256:87cc27db204f69a8ebffe923652c9b7ccd28cd0102d095bf2e53ae5dedb66a75

Observation 697b02d0-d902-418e-be74-3373001f9040 · outbound

This paper cites SMOTE: Synthetic minority over-sampling technique,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints SMOTE: Synthetic minority over-sampling technique,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:44.262836Z

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=2026-08-06T00:39:35.913507Z digest=sha256:e161222769bdf04d069428eca783b7e811b5143e3cc298191d45accbd6255a2f

Observation 69535d51-79ba-4abb-88c5-ba01e5e7f659 · outbound

This paper cites Transformers: State- of-the-art natural language processing,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Transformers: State- of-the-art natural language processing,

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T00:39:35.997143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:39:35.997143Z digest=sha256:b3274ebbe4a802cdaf593713cd1ddb152a0e33f831cd65de5cb839a5786a8a04

Observation 865cc89c-ec58-4577-8186-67182ac2c7f9 · outbound

This paper cites PyTorch: An imperative style, high-performance deep learning library,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints PyTorch: An imperative style, high-performance deep learning library,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T00:39:36.080288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:39:36.080288Z digest=sha256:feb6ac76685a575f61ccbb7258bc9e38938db745e47f7f810cc0312e3390a4e4

Observation 21d433ba-a79b-40c2-be01-092ad09e7d93 · outbound

This paper cites Scikit-learn: Machine learning in Python,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Scikit-learn: Machine learning in Python,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:44.080625Z

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=2026-08-06T00:39:36.159729Z digest=sha256:adab838caef3c781043c696f0adf5cbc094fe0ca14cb9437b045923adb8948ed

Observation e660b6f4-ce3f-4b46-97fc-8e82f237097c · outbound

This paper cites A simulation study of the number of events per variable in logistic regression analysis,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints A simulation study of the number of events per variable in logistic regression analysis,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:43.907715Z

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=2026-08-06T00:39:36.242601Z digest=sha256:064f4d3e863ccf1011d204c3293f755b2411c4321bf3642a87a5e3026c24f39c

Observation 6ca2618d-aa30-4d1c-a543-2bdab904601b · outbound

This paper cites Inference for the generalization error,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Inference for the generalization error,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:43.719989Z

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=2026-08-06T00:39:36.324606Z digest=sha256:797be4dbbb14f4046663e369ec6b34b10a291bfbc1f1a3becef02e9d610bdcd1

Observation 54197e93-ea27-4dc2-9a5f-12ffb5b36a02 · outbound

This paper cites Exposing LLM user privacy via traffic fingerprint analysis: A study of privacy risks in LLM agent interactions,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Exposing LLM user privacy via traffic fingerprint analysis: A study of privacy risks in LLM agent interactions,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T00:39:36.467091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:39:36.467091Z digest=sha256:16bb612186578d9bb7d6835d2c1609702a0bf932360472c7dd801ab7bb38046d

Observation bf0cb4a5-a031-41d7-9b62-3a77a78591ff · outbound

This paper cites XGBoost: A scalable tree boosting system,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints XGBoost: A scalable tree boosting system,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:43.541531Z

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=2026-08-06T00:39:36.619649Z digest=sha256:86badd60233970c0b58ff386056479ba62784d7004f35d3d2d50d33d0a14455a

Observation 056b99f1-b443-4856-baea-372d5fee0a5c · outbound

This paper cites The power of bots: Characterizing and understanding bots in OSS projects,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints The power of bots: Characterizing and understanding bots in OSS projects,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:43.323060Z

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=2026-08-06T00:39:36.759616Z digest=sha256:758ea4ed1f95df91b570d53132cd3615a4ee2e0df278784a367972a7e5efd3ef

Observation d18f94d5-db3a-400b-a556-b1d0891930b8 · outbound

This paper cites On the accuracy of bot detection techniques,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints On the accuracy of bot detection techniques,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:43.084347Z

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=2026-08-06T00:39:36.903222Z digest=sha256:d22cd53a343d5b55fe526e68619c03ca9c61c4bf20e59c7ff6ce89bb83b85153

Observation 43b2dc49-347b-46f5-8f2a-c13786183d15 · outbound

This paper cites Is ChatGPT the Ultimate Programming Assistant -- How far is it?.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T00:39:37.052179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:39:37.052179Z digest=sha256:bd3f2ee7ea9419391cc0f6aa9e505ce052f63b4b144a095fa656bc058162080e

Observation 9a8b59c9-e49d-45d8-be3e-8107c3a960a2 · outbound

This paper cites GPTSniffer: A CodeBERT-based classifier to detect source code written by ChatGPT,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints GPTSniffer: A CodeBERT-based classifier to detect source code written by ChatGPT,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:42.906671Z

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=2026-08-06T00:39:37.216638Z digest=sha256:2e2ba518bde9f567e4c43f01dbec943ba60d7f05cd276361c6f8f60c6b51fae0

Observation 22d0c6aa-7cf7-4880-a22d-bb96ad5d72c0 · outbound

This paper cites I know which LLM wrote your code last summer: LLM generated code stylometry for authorship attribution,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints I know which LLM wrote your code last summer: LLM generated code stylometry for authorship attribution,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:42.679709Z

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=2026-08-06T00:39:37.406725Z digest=sha256:a037638936ade0337a5937fda476d60e1810d9b30847069b026d10de268765e3

Observation 04c7fba4-4181-401d-9004-d99eeb4fb387 · outbound

This paper cites A practical guide for using statistical tests to assess randomized algorithms in software engineering,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints A practical guide for using statistical tests to assess randomized algorithms in software engineering,

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T00:39:37.567623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:39:37.567623Z digest=sha256:8ef2b3b4b3800389ed35f170d9ca8a24543539a04036af5e49cfae1c8a816323

Observation 9435b566-4408-4a30-97e8-910bd540fd06 · outbound

This paper cites Security in the age of AI teammates: An empirical study of agentic pull requests on GitHub,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Security in the age of AI teammates: An empirical study of agentic pull requests on GitHub,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T00:39:37.707606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:39:37.707606Z digest=sha256:abb83b5bdce903ad2fa5282ff98056b2182a63589da7f2680a2026eb722c3c2c

Observation 27a0dc01-5361-4e2d-b8f4-330c5e7ca2d3 · outbound

This paper cites How AI coding agents communicate: A study of pull request description characteristics and human review responses,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints How AI coding agents communicate: A study of pull request description characteristics and human review responses,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:42.526184Z

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=2026-08-06T00:39:37.892831Z digest=sha256:abe26d756544f9c045bd5d458cfb4f5c9de2f2844a9421b6aa1a866a1616192a

Observation d3cd0f90-c6bf-424c-923d-027fe5778702 · outbound

This paper cites Analyzing message-code inconsistency in AI coding agent-authored pull requests,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Analyzing message-code inconsistency in AI coding agent-authored pull requests,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:42.304466Z

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=2026-08-06T00:39:38.030717Z digest=sha256:7ca25c8a9f573ffc8eaad6647fdcccce8f3c1db998f0824a14ef2abfdd5fca90

Observation b9655f36-4457-4b36-95cb-caa9c3979b57 · outbound

This paper cites Where do AI coding agents fail? an empirical study of failed agentic pull requests in GitHub,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Where do AI coding agents fail? an empirical study of failed agentic pull requests in GitHub,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:42.151729Z

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=2026-08-06T00:39:38.184293Z digest=sha256:9188b5847f3de20bd22a5681b03d2f3d300acfbc9fe09df4b0802eaaa81eeba8

Observation cf725ba4-93fc-4785-a925-8864a0a6bdfd · outbound

This paper cites When AI agents touch CI/CD configurations: Frequency and success,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints When AI agents touch CI/CD configurations: Frequency and success,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:41.955067Z

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=2026-08-06T00:39:38.333745Z digest=sha256:12cb0c73674bd3069a20a32f7db9a7a07db0d552c3caa9ea3b844ed83939962f

Observation 4ed992c6-1475-4874-8045-bf699617b119 · outbound

This paper cites Effective identification of source code authors using byte-level information,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Effective identification of source code authors using byte-level information,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:41.724176Z

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=2026-08-06T00:39:38.524005Z digest=sha256:ebbb36025e16489018d713831b53b3e13177fab305963bbf704be5ecdb8e618f

Observation 5c4a10f7-8c98-4d21-9564-cf3499d84a52 · outbound

This paper cites A novel neural source code representation based on abstract syntax tree,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints A novel neural source code representation based on abstract syntax tree,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:41.547687Z

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=2026-08-06T00:39:38.679086Z digest=sha256:2a329866c2b641850c81f051bc07ddf3ac8cb34429ce76eec4e6acf979817684

Observation 41d2e20f-abb9-4af3-986b-191f0935e969 · outbound

This paper cites Authorship attribution of source code: A language-agnostic approach and applicability in software engineering,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Authorship attribution of source code: A language-agnostic approach and applicability in software engineering,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:41.328150Z

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=2026-08-06T00:39:38.875587Z digest=sha256:e7214941f4a81f6cc90316705fb9e8a907b1bff661bffe48767dda0ab19cf3a1

Observation ce9b085c-de98-474f-b947-c7d1c2bfa8a8 · outbound

This paper cites Reassessing code authorship attribution in the era of language models,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Reassessing code authorship attribution in the era of language models,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:41.133454Z

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=2026-08-06T00:39:39.054775Z digest=sha256:97ed7481fc18f27c4d74bceaba683136547c7ca0da9ffd0c18ac90986d668a1a

Observation 350d0777-8863-454e-997a-d91e92e9462d · outbound

This paper cites Code authorship attribution: Methods and challenges,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Code authorship attribution: Methods and challenges,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:39:40.938359Z

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=2026-08-06T00:39:39.272312Z digest=sha256:9e35ccdeb28da7196b117baa8401eaab92f9f745058e92fd0ad09bdf8db6fd29

Observation 825ee93b-6823-4097-86e0-816b8b58a169 · outbound

This paper cites Bridging behavioral biometrics and source code stylometry: A survey of programmer at- tribution,.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Bridging behavioral biometrics and source code stylometry: A survey of programmer at- tribution,

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T00:39:39.424282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:39:39.424282Z digest=sha256:6262d1b72eb63fb8ba8b535b88e823c2027cfe0e197d2de2be34aad4b3df77c0

Pith citing papers

No inbound Pith citation observations are available.