Paper Citation Record · LEDGER

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation

As of 9 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2502.06418.

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

pith.paper-citation-record.v1
2502.06418 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T15:35:36.192526Z

measured 37 of 37 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T18:08:01.503806Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T05:26:00.916602Z

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy14
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e765546e-fe13-454b-b2be-2fb8b733059e · outbound

This paper cites write newline.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.034946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48f13d3d-1314-4367-999b-5529b334b36d · outbound

This paper cites URL https://www.midjourney.com/home.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation URL https://www.midjourney.com/home

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:35:37.005432Z

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.

Observation 3d4560ba-ebb6-4441-9760-196c756048f9 · outbound

This paper cites URL https://openai.com/sora.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation URL https://openai.com/sora

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:35:36.991299Z

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.

Observation 90f0654c-de35-4938-80f4-bb630cd9a700 · outbound

This paper cites and Timofte, R.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation and Timofte, R

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.050480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8754f3f-931b-4e78-ae37-ff49fe64bf88 · outbound

This paper cites Combined dwt-dct digital image watermarking.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Combined dwt-dct digital image watermarking

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:35:36.967617Z

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.

Observation 89b1a2f9-7b3b-4bbb-ae00-47646489b496 · outbound

This paper cites WAVES: Benchmarking the Robustness of Image Watermarks.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation WAVES: Benchmarking the Robustness of Image Watermarks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.060493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3422e1aa-e33b-448a-9f0c-7a03179aef70 · outbound

This paper cites Lsb based digital image watermarking for gray scale image.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Lsb based digital image watermarking for gray scale image

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:35:36.953186Z

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.

Observation ad54b1f4-ef1c-4832-b3fc-5c9b8a289919 · outbound

This paper cites an unresolved cited work.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:35:36.938650Z

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.

Observation 2c69b05f-b6b6-4680-8cb8-bc65fbdc8915 · outbound

This paper cites PIMoG : An Effective Screen-shooting Noise-Layer Simulation for Deep-Learning-Based Watermarking Network.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation PIMoG : An Effective Screen-shooting Noise-Layer Simulation for Deep-Learning-Based Watermarking Network

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:35:36.923856Z

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.

Observation a4220526-3dc4-4ff7-96c1-e71b2bb07a59 · outbound

This paper cites Denoising diffusion probabilistic models.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Denoising diffusion probabilistic models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.079000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1350d812-6500-4186-ade2-7e5699586532 · outbound

This paper cites A Transfer Attack to Image Watermarks.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation A Transfer Attack to Image Watermarks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.083343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6569a48-ce03-4526-b1b9-8e5258ce4579 · outbound

This paper cites an unresolved cited work.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:35:36.899098Z

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.

Observation 061f1ad0-3926-4f20-8139-8b79ab2adc25 · outbound

This paper cites an unresolved cited work.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:35:36.884859Z

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.

Observation f5fa9d88-8c82-4d09-8664-ed91f7cc1302 · outbound

This paper cites an unresolved cited work.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.096899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 684fab97-5436-4dca-b749-5fa41940b8a9 · outbound

This paper cites UnMarker: A Universal Attack on Defensive Image Watermarking.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation UnMarker: A Universal Attack on Defensive Image Watermarking

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.101173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91563b53-13af-402a-b64d-f51826f48920 · outbound

This paper cites an unresolved cited work.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:35:36.870878Z

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.

Observation 13ebcc12-d07b-45cf-a850-406671f25718 · outbound

This paper cites V., and Herrigel, A.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation V., and Herrigel, A

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:35:36.856497Z

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.

Observation a5acee96-e8dc-4aeb-b54a-4c37cde2fe7b · outbound

This paper cites an unresolved cited work.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.114178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 471cb493-da70-4905-8ef6-ee7968e88185 · outbound

This paper cites A novel two-stage separable deep learning framework for practical blind watermarking.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation A novel two-stage separable deep learning framework for practical blind watermarking

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.118470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6e385b6-d0d8-4a9f-bc16-51fe21f8617c · outbound

This paper cites Decoupled Weight Decay Regularization.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Decoupled Weight Decay Regularization

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.122737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3873903f-9c3d-45b0-94f0-9085b4a066e3 · outbound

This paper cites Leveraging optimization for adaptive attacks on image watermarks.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Leveraging optimization for adaptive attacks on image watermarks

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:35:36.831895Z

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.

Observation 9e261998-a708-4c2b-aad7-0929e60df3c6 · outbound

This paper cites Towards Blind Watermarking : Combining Invertible and Non-invertible Mechanisms.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Towards Blind Watermarking : Combining Invertible and Non-invertible Mechanisms

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.131918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f99ec8a-3624-4aeb-ab5e-cb048022c9b4 · outbound

This paper cites Towards deep learning models resistant to adversarial attacks.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Towards deep learning models resistant to adversarial attacks

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:35:36.816629Z

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.

Observation c5a138b0-6c3f-495b-83ba-3f97979efdce · outbound

This paper cites A., Ajay, M.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation A., Ajay, M

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:35:36.802624Z

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.

Observation f9228a98-0ca1-4ded-8aaf-ca5ac4a5366d · outbound

This paper cites Dalle3, 2024.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Dalle3, 2024

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:35:36.787944Z

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.

Observation 2df4df55-a91c-4697-a12a-771534c5dfbb · outbound

This paper cites Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.149306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb9aefe-67b7-4011-8a32-57b5c2c65993 · outbound

This paper cites Stegastamp: Invisible hyperlinks in physical photographs.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Stegastamp: Invisible hyperlinks in physical photographs

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:35:36.773467Z

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.

Observation a3350780-4443-4b57-a83e-d4ec2efca53e · outbound

This paper cites and buley.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation and buley

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:35:36.758887Z

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.

Observation 165b799d-6895-46e4-a887-23e1b0bb563b · outbound

This paper cites C., Sheikh, H.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation C., Sheikh, H

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.162908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a557f1b6-10ac-4134-8436-f4f44cab69c2 · outbound

This paper cites Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.166834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8192f9df-269a-40da-a3ad-f679d973c5ea · outbound

This paper cites Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious?.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious?

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.170950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fb25af9-30fb-47d4-bc70-e067f079b9f9 · outbound

This paper cites Artificial Fingerprinting for Generative Models : Rooting Deepfake Attribution in Training Data.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Artificial Fingerprinting for Generative Models : Rooting Deepfake Attribution in Training Data

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.175267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21e5825e-d3d9-41a7-8288-9ceca2acc5fc · outbound

This paper cites S., and Fritz, M.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation S., and Fritz, M

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:35:36.734908Z

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.

Observation 45d3b5ec-90ff-4044-b01f-ea8785ee5df2 · outbound

This paper cites Robust Invisible Video Watermarking with Attention.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Robust Invisible Video Watermarking with Attention

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.183608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 185fd3a0-158f-471e-82f2-5cdb6d5fcf00 · outbound

This paper cites Invisible Image Watermarks Are Provably Removable Using Generative AI.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Invisible Image Watermarks Are Provably Removable Using Generative AI

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T15:35:36.188118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24f9748c-26c2-4946-b8b4-71d87891873a · outbound

This paper cites Hidden: Hiding data with deep networks.

Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation Hidden: Hiding data with deep networks

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:35:36.719264Z

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.

Pith citing papers

Observation 8fea8e91-117f-4e3c-b32b-8caf88bc128a · inbound

Towards Robust Content Watermarking Against Removal and Forgery Attacks cites this paper.

Towards Robust Content Watermarking Against Removal and Forgery Attacks Robust Watermarks Leak: Channel-Aware Feature Extraction Enables Adversarial Watermark Manipulation

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:26:00.926267Z

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.