Paper Citation Record · LEDGER

Detecting LLM-generated Code with Subtle Modification by Adversarial Training

As of 7 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 2 inbound Pith citation observations for arXiv:2507.13123.

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

pith.paper-citation-record.v1
2507.13123 v1

Coverage vector

measured 79 of 79 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:34:09.451618Z

measured 81 of 81 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-25T22:58:18.016271Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T18:20:04.068451Z

Reference resolution

79 of 79 outbound references displayed

verified exact1
verified fuzzy1
unresolved76
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 36e06e77-6181-4565-87d5-9a34ffe829d3 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.628482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6829c54b-577b-4a05-8f1c-a553bec3bb22 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.615771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 278dccad-d350-472b-90e6-076c3f117fd8 · outbound

This paper cites GPT-Sentinel: Distinguishing Human and ChatGPT Generated Content.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training GPT-Sentinel: Distinguishing Human and ChatGPT Generated Content

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:08.879385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed921cca-4be8-4b6e-8248-0c800ae9bf7f · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:08.934140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1367749c-ba2d-4c82-961a-3bf948529ef8 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.603372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f5414570-dde4-450f-9128-15997327a6f0 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.590573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a127fb16-3bc0-4556-997b-7dac393d727c · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.577964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7d6ea0a4-7217-4ea3-b852-40cbb5db40cb · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.563420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 41f16554-672f-4f11-a9af-e41ef9947932 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.550223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 93cd0641-0b72-47be-a010-772eedcb5c56 · outbound

This paper cites BAE: BERT-based Adversarial Examples for Text Classification.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training BAE: BERT-based Adversarial Examples for Text Classification

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.174251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04b61357-4c2f-4d04-8f2e-b750e4a9eabd · outbound

This paper cites GLTR: Statistical Detection and Visualization of Generated Text.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training GLTR: Statistical Detection and Visualization of Generated Text

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.179065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7992751e-a049-48cb-b93c-ed880ac32276 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.536989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 45b48e80-1e43-4338-b4f7-80e2acba7b56 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.524175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 897b027b-803b-4b13-a284-f75de09b138e · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.510719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd4b9962-1663-4bb1-bb7d-33b45925d52c · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.496308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3f9a96e-9a04-4514-a88e-e021b08abdd8 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.483071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e934ea71-210c-4351-984d-b86e40702683 · outbound

This paper cites How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.202805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b614006-9db7-4c1e-949b-26c1a4975ef8 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.469151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1004612a-ba2e-4aad-b615-b3cd3e0b47d2 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.455076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89a26725-f3b7-4883-bdc2-303329e3551e · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.441389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 278032b2-fa1e-4a13-86c0-1005751d68e2 · outbound

This paper cites How Secure is Code Generated by ChatGPT?.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training How Secure is Code Generated by ChatGPT?

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.217858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b1df2d2-8819-4626-8620-ea44526f3a13 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.222830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea73c8ff-230d-4e45-b4a8-fd9c56596fab · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.418096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c14a13ec-d450-4c22-bb59-2d02e634b703 · outbound

This paper cites Who Wrote this Code? Watermarking for Code Generation.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Who Wrote this Code? Watermarking for Code Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.230317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13bbd4cd-9578-4443-b6e5-792ddc62c006 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.405543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 594a594d-309f-412a-a169-d873e0d28279 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.391112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5028d16f-98c7-4e3f-8a39-6ca769103f89 · outbound

This paper cites CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.242814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dbd655c-72e5-4386-9b80-acc64f53f4ff · outbound

This paper cites Refining ChatGPT-Generated Code: Characterizing and Mitigating Code Quality Issues.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Refining ChatGPT-Generated Code: Characterizing and Mitigating Code Quality Issues

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.247523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51e6a014-12dd-4eda-9f13-6f18cf4982bd · outbound

This paper cites No Need to Lift a Finger Anymore? Assessing the Quality of Code Generation by ChatGPT.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training No Need to Lift a Finger Anymore? Assessing the Quality of Code Generation by ChatGPT

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.251710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebb11874-788f-4c13-a224-10ac3fa2320a · outbound

This paper cites Smaller Language Models are Better Black-box Machine-Generated Text Detectors.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Smaller Language Models are Better Black-box Machine-Generated Text Detectors

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.256497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b63c755-d473-4649-b25a-ee20b95e8086 · outbound

This paper cites DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.260624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e15c84d0-746c-409b-ba77-7d81687bb228 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.377748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1f73be39-534c-46c8-bf21-22fdac0e0335 · outbound

This paper cites Nguyen, Juri Di Rocco, Claudio Di Sipio, Riccardo Rubei, Davide Di Ruscio, and Massimiliano Di Penta.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Nguyen, Juri Di Rocco, Claudio Di Sipio, Riccardo Rubei, Davide Di Ruscio, and Massimiliano Di Penta

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:34:10.365276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a2578940-0601-49d7-a64b-c3a3eb9c0407 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.350890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation db4400bf-260d-494a-9e49-77ddad050f23 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.338436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b1c67b92-1748-4183-903b-45d045315835 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.324936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5b7495c2-57eb-4547-97d6-d7bda81b3379 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.311972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 072612fe-38cb-497b-94b7-238facca3065 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.298834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4bcce277-de9a-47d7-bb92-28e912b44297 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.285611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 34baccb9-0f06-4216-8146-1903e1769047 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.272631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ef48fe2b-6786-4c41-8a51-b4d86c688293 · outbound

This paper cites Assessing AI Detectors in Identifying AI-Generated Code: Implications for Education.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Assessing AI Detectors in Identifying AI-Generated Code: Implications for Education

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:34:09.706930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bfbc99d1-14fb-4d7f-a9ed-bd5b4402d050 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.260100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fcb1b239-1e8d-49af-982f-a4045e122ad7 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.247902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ec8a9665-ede4-475f-ac04-ff26325029d8 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.235322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 03f2c63b-2aa2-4c90-9587-682b2b82ed2c · outbound

This paper cites Code Llama: Open Foundation Models for Code.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Code Llama: Open Foundation Models for Code

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.318894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e35e028-d5c4-4349-8b93-c61ccaf234e7 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.222065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9abb6604-64e6-4052-a43b-9efdbe7328f0 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.209207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fad524a3-a689-4985-bcae-22930233356c · outbound

This paper cites ChatGPT: The End of Online Exam Integrity?.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training ChatGPT: The End of Online Exam Integrity?

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.335253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed77c9a8-4565-44d3-b675-14cfabda18aa · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.196054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d851d5e9-7f11-4253-963c-2d796cc5e6ca · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.182972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aa28c83a-f402-4e92-9daf-4b14c4ef00fb · outbound

This paper cites Ghostbuster: Detecting Text Ghostwritten by Large Language Models.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Ghostbuster: Detecting Text Ghostwritten by Large Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.351971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfde8b30-8a51-40f4-b9f6-5927e414b78f · outbound

This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.356180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68b4b352-b127-4436-b1ad-368a29e0c7a4 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.170047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd98841c-8069-4fe0-8e05-0fe4f6b72bb2 · outbound

This paper cites LLMDet: A Third Party Large Language Models Generated Text Detection Tool.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training LLMDet: A Third Party Large Language Models Generated Text Detection Tool

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.363947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf9e90db-8ca1-4e7d-b7ca-03fb702c2de7 · outbound

This paper cites Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.367941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f9a9040-c305-4c98-87f8-7868275cdb75 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.155934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bb2999fe-4e1c-4270-91ae-6cd44d7ca0de · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.141325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3ff042d-b90f-4b45-a693-982183eb2a68 · outbound

This paper cites DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.380391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5900438-990f-4e8d-b16f-b55a511ab808 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.128087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eb83e020-05bc-4f94-8af0-4456ae74ea37 · outbound

This paper cites Zero-Shot Detection of Machine-Generated Codes.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Zero-Shot Detection of Machine-Generated Codes

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.392396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b216d81-eb75-42c8-9f8e-cee3c33fda48 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.114812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70c9e107-60cb-461d-8e69-abf0a8134f15 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.101274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ce4b4c4e-932b-4f2f-b8a9-5305ea6a59f0 · outbound

This paper cites A Survey on Detection of LLMs-Generated Content.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training A Survey on Detection of LLMs-Generated Content

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.388542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9abcbb37-3505-481b-accd-2bb1fb36bde8 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.407876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 543ddb93-b803-4bac-b83b-fd0fe8935fe3 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.411588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 082fc500-e18c-410c-ad9c-2d5539a159f4 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.056736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 67d9751f-33ff-4a62-ac5d-5eaf9f56b77b · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.087817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9bf6cb66-88f6-486d-8567-1e154383aca0 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.043202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ea638c5f-1ae2-4ba7-ad3f-95afec60527d · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.028240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1c248286-be56-4fd1-a98a-b8c2bf5e9c7e · outbound

This paper cites G3Detector: General GPT-Generated Text Detector.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training G3Detector: General GPT-Generated Text Detector

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.431413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6d2c1d6-0239-4875-907e-0f5a3518b436 · outbound

This paper cites DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.419879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0a97371-9574-4a7f-82c7-46c509d78c0f · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:09.999914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 951e301a-3781-4657-a09e-2f6cadd6c710 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training OPT: Open Pre-trained Transformer Language Models

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.443286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8931b0be-8fbc-40cc-8404-2c5f4e6ecf3f · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:09.986003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 53e9f57a-2e6b-4a73-80da-9211e4ada311 · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:10.013896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 71ef0c76-663f-4c33-be47-77ac5ad7b79a · outbound

This paper cites an unresolved cited work.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:34:09.972326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cf0f4985-92a4-4399-b851-ea58cbcb8fb9 · outbound

This paper cites Generating Adversarial Computer Programs using Optimized Obfuscations.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Generating Adversarial Computer Programs using Optimized Obfuscations

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.331067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bf86ee9-e580-4b2a-a09c-52aa1348aea8 · outbound

This paper cites Multiscale Positive-Unlabeled Detection of AI-Generated Texts.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Multiscale Positive-Unlabeled Detection of AI-Generated Texts

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T16:34:09.343525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3fb2a32-7f67-4290-8ce0-bff11a94cdce · outbound

This paper cites Journal of Systems and Software 214 (2024), 112059.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Journal of Systems and Software 214 (2024), 112059

Reference 2024

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:34:09.797311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 438b3020-3e53-44eb-b1c4-28a0beec344b · inbound

OOM-RL: Out-of-Money Reinforcement Learning Market-Driven Alignment for LLM-Based Multi-Agent Systems cites this paper.

OOM-RL: Out-of-Money Reinforcement Learning Market-Driven Alignment for LLM-Based Multi-Agent Systems Detecting LLM-generated Code with Subtle Modification by Adversarial Training

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:25:58.764255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 64746fac-9e81-4453-8d0f-0af24457426b · inbound

Detecting AI Coding Agents in Open Source: A Validated Multi-Method Census of 180 Million Repositories cites this paper.

Detecting AI Coding Agents in Open Source: A Validated Multi-Method Census of 180 Million Repositories Detecting LLM-generated Code with Subtle Modification by Adversarial Training

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-04T18:20:04.070977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.