Paper Citation Record · LEDGER

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts

As of 10 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2509.09488.

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

pith.paper-citation-record.v1
2509.09488 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:08:21.892321Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T16:31:01.499103Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T01:27:31.282111Z

Reference resolution

41 of 41 outbound references displayed

verified exact0
verified fuzzy0
unresolved41
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6533b8e7-97f9-4229-97ab-e50374171179 · outbound

This paper cites https://en.wikipedia.org/wiki/Th%C3%A9% C3%A2tre D%27op%C3%A9ra Spatial, May 2025.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts https://en.wikipedia.org/wiki/Th%C3%A9% C3%A2tre D%27op%C3%A9ra Spatial, May 2025

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:18.513313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca5b527f-a346-41cd-a433-e6742b4c2b88 · outbound

This paper cites Stable diffusion webui: ‘shared options.py‘.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Stable diffusion webui: ‘shared options.py‘

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:18.592794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95cb96fc-2011-4fc4-98c0-2afffb268a89 · outbound

This paper cites Android security vulnerability: Random number generator (rng) bug.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Android security vulnerability: Random number generator (rng) bug

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:18.649295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9e95ad3-6958-4c6a-b811-9419552f6188 · outbound

This paper cites Extracting training data from diffusion models.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Extracting training data from diffusion models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:18.723583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 890b0f05-9434-4099-8f6e-8833cabcd584 · outbound

This paper cites Reverse stable diffusion: What prompt was used to generate this image?Comput.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Reverse stable diffusion: What prompt was used to generate this image?Comput

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:18.780300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 844758f2-e421-485b-820b-487be48fc5eb · outbound

This paper cites Machine learn- ing needs better randomness standards: Randomised smoothing and prng-based attacks.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Machine learn- ing needs better randomness standards: Randomised smoothing and prng-based attacks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:18.858402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c492764-35d7-4bb1-ae7c-3d723ae9d8f6 · outbound

This paper cites Debian openssl predictable random num- ber generator vulnerability (cve-2008-0166).

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Debian openssl predictable random num- ber generator vulnerability (cve-2008-0166)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:18.940409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33ffb862-4833-463d-b85e-b2908397d997 · outbound

This paper cites Comfyui: ‘sample.py‘.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Comfyui: ‘sample.py‘

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:19.022680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65def854-4f1a-4c1f-811d-e01b632d7234 · outbound

This paper cites Easy diffusion: ‘en- gine.js‘.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Easy diffusion: ‘en- gine.js‘

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:19.105542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27ff8b7d-0283-4428-a3db-2a19884db70b · outbound

This paper cites Invokeai: ‘sd3 denoise.py‘.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Invokeai: ‘sd3 denoise.py‘

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:19.129180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af0d14c2-5009-4038-a34c-8db9498a110a · outbound

This paper cites an unresolved cited work.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:19.216776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bed6a82-90dd-44e7-b221-590dc11f4651 · outbound

This paper cites Diffusers library.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Diffusers library

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:19.279995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b49182c3-62dd-40fa-9216-043b1ff5e5ee · outbound

This paper cites the crow.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts the crow

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:19.348962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a21cfad8-5bcd-450c-a5f2-6926cb939759 · outbound

This paper cites Goldberg and Kalyanmoy Deb.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Goldberg and Kalyanmoy Deb

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:19.433156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1850ef6d-5329-4359-8c2c-1c71ec024fc4 · outbound

This paper cites an unresolved cited work.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:19.514686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbe391dc-6189-40ef-b77a-fa48adf4c6b3 · outbound

This paper cites Monte carlo and reconstruction membership inference attacks against gen- erative models.Proc.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Monte carlo and reconstruction membership inference attacks against gen- erative models.Proc

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:19.595603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34b5ae0e-d984-4c39-911c-3c4c302b0352 · outbound

This paper cites Denoising diffusion probabilistic models.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Denoising diffusion probabilistic models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:19.681827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9abf2d19-881c-4620-8823-16d27d40d72c · outbound

This paper cites an unresolved cited work.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:19.756948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98674ee2-4847-4fe2-a780-6318682bd410 · outbound

This paper cites Lil miquela (@lilmiquela) • instagram photos and videos, 2025.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Lil miquela (@lilmiquela) • instagram photos and videos, 2025

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:19.784973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0ff1534-fbaf-4bc1-85d8-cb021297cf31 · outbound

This paper cites Madvex: Instrumentation-based adversarial attacks on machine learning malware detection.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Madvex: Instrumentation-based adversarial attacks on machine learning malware detection

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:19.906668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 543e8c36-ff6e-4a2d-88ba-07a5497219ae · outbound

This paper cites Trace gadgets: Minimizing code context for machine learning-based vulnerability prediction.arXiv preprint arXiv:2504.13676, 2025.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Trace gadgets: Minimizing code context for machine learning-based vulnerability prediction.arXiv preprint arXiv:2504.13676, 2025

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:20.007828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb1e8d17-b4d2-4d8a-9444-35b8e66b5882 · outbound

This paper cites OCEAN: open-world contrastive authorship identifica- tion.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts OCEAN: open-world contrastive authorship identifica- tion

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:20.174678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d68b9c6-1a06-46b5-b6b6-45536801e8d6 · outbound

This paper cites Prompting hard or hardly prompting: Prompt inversion for text-to- image diffusion models.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Prompting hard or hardly prompting: Prompt inversion for text-to- image diffusion models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:20.335114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 719a4a6c-029d-44e1-a132-eaa4240da56b · outbound

This paper cites AutoStub: Genetic Programming-Based Stub Creation for Symbolic Execution.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts AutoStub: Genetic Programming-Based Stub Creation for Symbolic Execution

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:20.450888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c5522ad-cf0d-4e8f-a2c2-61b503ab5a16 · outbound

This paper cites Chacha20 and poly1305 for IETF protocols.RFC, 7539:1–45, 2015.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Chacha20 and poly1305 for IETF protocols.RFC, 7539:1–45, 2015

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:20.522376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c67b5af1-3852-40a0-b0b7-8fc934920d69 · outbound

This paper cites Clip interrogator, 2022.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Clip interrogator, 2022

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:20.592424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd704b28-8f7c-426d-af77-9eb8356718b6 · outbound

This paper cites Promptbase: Prompt marketplace for gpt, dall·e, and other generative models.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Promptbase: Prompt marketplace for gpt, dall·e, and other generative models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:20.605103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecf3d24f-2e28-4122-81cb-8495f7e5b847 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Learning transferable visual models from natural language supervi- sion

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:20.705337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 526dfd99-b299-4326-b5f6-f967683cea94 · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts High-Resolution Image Synthesis with Latent Diffusion Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:20.744741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f06deae-8802-4988-b8bf-6b7862ad8348 · outbound

This paper cites an unresolved cited work.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:20.810511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00693c53-458f-4d40-b01e-d8e0cd3f9ce4 · outbound

This paper cites Prompt stealing attacks against text-to-image generation models.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Prompt stealing attacks against text-to-image generation models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:20.859010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c713c32e-c9eb-4965-baad-5a6e37283be1 · outbound

This paper cites Denoising Diffusion Implicit Models.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Denoising Diffusion Implicit Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:20.923798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a6af387-8eb6-40b2-9fb4-b963dfd3edba · outbound

This paper cites sd3 infer.py – Stable Diffusion 3.5 In- ference Script.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts sd3 infer.py – Stable Diffusion 3.5 In- ference Script

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:21.031998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6851f14c-5461-47aa-b74c-1bf0934e7916 · outbound

This paper cites csprng: Cryptographically secure pseudorandom number generators for pytorch.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts csprng: Cryptographically secure pseudorandom number generators for pytorch

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:21.161354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82f1a347-4691-4c8b-925a-088dd6cc6037 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:21.237904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4e99526-60d0-4d2f-b90d-e8ea33f443d0 · outbound

This paper cites Hard prompts made easy: Gradient- based discrete optimization for prompt tuning and discovery.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Hard prompts made easy: Gradient- based discrete optimization for prompt tuning and discovery

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:21.312487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d4cdba8-27a8-44d2-92c2-a03163ef114b · outbound

This paper cites Prompt Recovery for Image Generation Models: A Comparative Study of Discrete Optimizers.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Prompt Recovery for Image Generation Models: A Comparative Study of Discrete Optimizers

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:21.404508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3926562-3ce2-401a-ad97-224b84fa4890 · outbound

This paper cites Good seed makes a good crop: Discovering secret seeds in text-to-image diffusion mod- els.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Good seed makes a good crop: Discovering secret seeds in text-to-image diffusion mod- els

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:21.539368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff007f73-0f7c-448c-8e90-29469ad07afe · outbound

This paper cites Team NYCU at Defactify4: Robust Detection and Source Identification of AI-Generated Images Using CNN and CLIP-Based Models.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Team NYCU at Defactify4: Robust Detection and Source Identification of AI-Generated Images Using CNN and CLIP-Based Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:21.679974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8f6cc81-f793-4131-8645-d3146432cd27 · outbound

This paper cites Efros, Eli Shechtman, and Oliver Wang.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Efros, Eli Shechtman, and Oliver Wang

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:21.779626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 778a531e-5b38-4abe-9707-a339344aa177 · outbound

This paper cites an unresolved cited work.

Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T19:08:21.892321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 19459149-6c7b-4cab-8fe3-30f273fc5779 · inbound

Steganography Without Modification: Hidden Communication via LLM Seeds cites this paper.

Steganography Without Modification: Hidden Communication via LLM Seeds Prompt Pirates Need a Map: Stealing Seeds helps Stealing Prompts

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-03T01:27:31.283475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.