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Paper Citation Record · LEDGER

On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2302.12095.

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

pith.paper-citation-record.v1
2302.12095 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

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

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:15:54.670865Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T02:33:32.375997Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0623adb6-d5df-4bbc-8bcf-2796c5b81227 · inbound

Look Within or Look Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning cites this paper.

Look Within or Look Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:54.670865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:54.670865Z digest=sha256:79a27e82d87794651cba5815c511a8a269dd5b862d9bbcaee3adb8630c02c1fd

Observation 58894636-49da-493f-828a-06e5af71ba28 · inbound

Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies cites this paper.

Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Reference 183

Resolution
unresolved
no resolver link, observed 2026-08-07T13:05:35.038979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:05:35.038979Z digest=sha256:664206f133dc020dbbe70c15401314bf64506aa8e8b143cb58c84a3193dca562

Observation 031ca908-b744-490f-b050-7b0ccbfccc79 · inbound

Evaluating LLMs Robustness in Less Resourced Languages with Proxy Models cites this paper.

Evaluating LLMs Robustness in Less Resourced Languages with Proxy Models On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T05:31:52.805313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:31:52.805313Z digest=sha256:6a1b68fe90ea14f57aa96cc9fddfa132557272f30cd160029dc704bb3f4f21ee

Observation eb2b663c-fb58-43f4-a2ed-4ea12db7c007 · inbound

Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions cites this paper.

Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:31.459554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:31.459554Z digest=sha256:e6ca62488c243bc355444ef90abc5ac5651ed5424878f3632b6bf58eff44d83f

Observation a1e67838-b400-488d-a065-99294cd3a172 · inbound

ASSURE: Metamorphic Testing for AI-powered Browser Extensions cites this paper.

ASSURE: Metamorphic Testing for AI-powered Browser Extensions On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T19:43:30.468235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:43:30.468235Z digest=sha256:f0e7c75da7c7dc331b37e13953fa3d2c83012b58554c555493ec45e3269d1b0a

Observation 09a566e6-1112-4f45-9e35-934b1c7b7d30 · inbound

Building Task Bots with Self-learning for Enhanced Adaptability, Extensibility, and Factuality cites this paper.

Building Task Bots with Self-learning for Enhanced Adaptability, Extensibility, and Factuality On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Reference 182

Resolution
unresolved
no resolver link, observed 2026-08-05T15:38:55.130755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:38:55.130755Z digest=sha256:2ab95187e06ad16c6470137a6644f941e37e22228d72c66a48a63af5ab15e893

Observation 4f8ad8d9-7541-4fa5-9e39-919328917885 · inbound

Fisher Random Walk: Automatic Debiasing Contextual Preference Inference for Large Language Model Evaluation cites this paper.

Fisher Random Walk: Automatic Debiasing Contextual Preference Inference for Large Language Model Evaluation On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-05T05:11:02.093125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:11:02.093125Z digest=sha256:88578f8ebf950da48efaaa8c601dab501f18616d65e9db319293eaebb0b88f6b

Observation a36cde2c-d840-47d4-b0ff-1c5ef32e33e3 · inbound

Pushing the Boundaries of Multiple Choice Evaluation to One Hundred Options cites this paper.

Pushing the Boundaries of Multiple Choice Evaluation to One Hundred Options On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T12:15:22.003383Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T12:12:53.401586Z digest=sha256:c9b3a1fabec005130a6ef5826fae17bfd922fe71e86eefae69b015986ad6d578

Observation e72f23c0-7a44-41dc-899d-fa5d03afa76e · inbound

The Power of Order: Fooling LLMs with Adversarial Table Permutations cites this paper.

The Power of Order: Fooling LLMs with Adversarial Table Permutations On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:36:06.241355Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-09T19:39:34.361824Z digest=sha256:b618b9bd694dea0286e9a4a1730621564ce3a82828082f1ac0e6d9f88fa239ed

Observation 5949aae3-cf1a-40c7-a20e-638940631d42 · inbound

The Power of Order: Fooling LLMs with Adversarial Table Permutations cites this paper.

The Power of Order: Fooling LLMs with Adversarial Table Permutations On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-12T02:26:16.592282Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-12T02:26:05.632437Z digest=sha256:cdfc82734297b3b34d3d9e48fed291881118d88549790b92b736a6a4a00a41a8

Observation ff7621ae-baec-40bd-b213-5a1578fedb71 · inbound

SWE-Chain: Benchmarking Coding Agents on Chained Release-Level Package Upgrades cites this paper.

SWE-Chain: Benchmarking Coding Agents on Chained Release-Level Package Upgrades On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:33:32.378215Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-05-15T02:31:18.183715Z digest=sha256:f8dbbd145eecd9e5e4b03f035c868a424f23789faba6705ddb5cb55bc1c54a6a

Observation 420473a3-06ab-4a5b-bd4b-326772e6c33c · inbound

Would You Walk to the Car Wash? Revealing the Salience Bias of Large Language Models in Commonsense Reasoning cites this paper.

Would You Walk to the Car Wash? Revealing the Salience Bias of Large Language Models in Commonsense Reasoning On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-31T06:09:53.839702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T06:09:53.839702Z digest=sha256:4a106cac745d4edaf204d0f51d4ea5a15aa362d7ae2387fa57e5a6c9665832df

Observation 6161cf9b-f2c6-4a51-bb84-19e368a3ece4 · inbound

What Current AI Benchmarks Leave Unmeasured: Modality, Search, Citations, and Implications (for Safety Evaluations) cites this paper.

What Current AI Benchmarks Leave Unmeasured: Modality, Search, Citations, and Implications (for Safety Evaluations) On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T12:44:34.189426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:44:34.189426Z digest=sha256:34a46d95f2f47bd1223e60010c85b878430cb2e765a33d8914b52314cf8b8a82