Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T11:19:19.718926Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2509.03006.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T11:19:19.718926Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 778d5977-8266-42a3-add6-d8934bd632bc · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Necst: Neural joint source-channel coding
Reference 1
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 b2f8eebf-667d-4816-b045-525701604a64 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Distortion agnostic deep watermarking,
Reference 2
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 70643b64-dec8-44c6-86c1-0f59e88ca242 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Analyzing and Improving the Image Quality of StyleGAN,
Reference 3
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 582ab08d-989f-478d-adef-8b0e344eab2d · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Alias-Free Generative Adversarial Networks,
Reference 4
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 5930ca45-387c-4c4a-b03c-a5bf35f37083 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Dual Contrastive Loss and Attention for GANs,
Reference 5
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 a9004ec9-4a43-46df-87c5-35d2b0f7ae0d · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Inclusive GAN: Improving Data and Minority Coverage in Generative Models,
Reference 6
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 01e7b0ac-7ff3-430e-9f71-4403caeef681 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis,
Reference 7
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 358f7aed-6c33-4be4-895b-7ec9baa050a8 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers LAFITE: Towards Language-Free Training for Text-to-Image Generation,
Reference 8
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 8ca18898-2739-480c-8832-20789f0f7681 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Scaling up GANs for Text-to-Image Synthesis,
Reference 9
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 bb3628c9-319e-48ab-a604-fe43fb1c53b9 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Interpreting the Latent Space of GANs for Semantic Face Editing,
Reference 10
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 2e76005c-1db7-459b-9648-1d5d7df4fe0b · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers StyleRes: Transforming the Residuals for Real Image Editing with StyleGAN,
Reference 11
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 5d6d3da2-6c5b-4350-9ed5-499a6b097b9f · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers E4S: Fine-grained Face Swapping via Editing With Regional GAN Inversion,
Reference 12
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 578f3e0c-984c-43fe-8e33-b0f741ce7299 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Elucidating the De- sign Space of Diffusion-Based Generative Models,
Reference 13
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 abdff1b7-f84c-4709-849a-95c1b9a8c966 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers InstructPix2Pix: Learn- ing to Follow Image Editing Instructions,
Reference 14
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 d383b648-72ad-474b-a1bf-c036e4bb3f38 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models,
Reference 15
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 5e8dfd01-a57d-48ac-8f95-e53c42cf1098 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Adding Conditional Control to Text-to-Image Diffusion Models,
Reference 16
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 b5530a11-1fc7-4c32-bbe1-c4bff70f837c · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Hidden: Hiding data with deep networks,
Reference 17
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 24455210-c564-4084-8560-c91ff0e3fedc · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers WAVES: Benchmarking the Robustness of Image Watermarks,
Reference 18
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 5ceb5153-e5ad-4d1f-a978-fdef22622696 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers StegaStamp: Invisible Hyperlinks in Physical Photographs,
Reference 19
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 8f62f5ac-dc08-4bcc-8fea-6d871d6a15d5 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers The Stable Signature: Rooting Watermarks in Latent Diffusion Models,
Reference 20
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 bd39c39f-c4a9-44e7-b417-428b761eec14 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Wavelet-Based CNN for Robust and High-Capacity Image Watermarking,
Reference 21
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 f28bf269-5f25-497b-be19-20252a663f44 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Artificial Fin- gerprinting for Generative Models: Rooting Deepfake Attribution in Training Data,
Reference 22
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 73f93c72-b4a2-4c5d-827e-4f9c306fdf1f · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers A Recipe for Watermarking Diffusion Models,
Reference 23
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 c9bb182e-0d1c-419e-ab56-33536d648e2d · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers High-Resolution Image Synthesis with Latent Diffusion Models,
Reference 24
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 d7077eac-1f1b-40cc-b933-91caecf50ac5 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust,
Reference 25
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 bfc44d45-fbf8-44bc-bd12-10411b3bfdfd · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to- Image Diffusion Models,
Reference 26
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 d7727267-6f19-4a70-844f-bb83d944a19b · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers PTW: Pivotal Tuning Watermarking for Pre- Trained Image Generators,
Reference 27
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 1b1e08ff-f71b-4c6b-94cb-492d176e5bb1 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale,
Reference 28
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 653c373d-225c-4270-acc6-72c4b50c33f6 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Do Vision Transformers See Like Convolutional Neural Networks?,
Reference 29
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 61a8093d-2800-468a-bc9d-da3c96be74be · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Deep Learning Face Attributes in the Wild,
Reference 30
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 23811f59-cce5-4f2d-b233-0bfecc9a3cb2 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Microsoft COCO: Common Objects in Context,
Reference 31
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 121a8775-8caf-45ac-9586-42c3aa5d3feb · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Encoded Feature Enhancement in Watermarking Network for Distortion in Real Scenes,
Reference 32
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 637482e2-89c6-4664-a34d-f15192ee06e2 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Print-Camera Resistant Image Watermarking With Deep Noise Simulation and Constrained Learning,
Reference 33
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 88a846e9-db9c-4fad-a15d-d4ec62a24fcc · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Towards Deep Learning Models Resistant to Adversarial Attacks,
Reference 34
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 af7f2586-df81-4b95-99c4-0f3146f2a419 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Deep Residual Learn- ing for Image Recognition,
Reference 35
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 1545754c-6d76-4fa4-b70f-59a2b4802539 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Learning Transferable Visual Models From Natural Language Supervision,
Reference 36
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 78a77875-026a-49e7-be6c-79b3f1c9ef9c · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis,
Reference 37
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 87395938-28c6-4993-af45-39264f4043fb · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks,
Reference 38
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 67ae7cc7-c8b9-41bd-9211-7f91841cea6c · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Two-Stage Watermark Removal Framework for Spread Spectrum Watermarking,
Reference 39
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 6a90171b-33fe-482c-bce4-6f9ffe1b12c5 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Exploring Accurate Invariants on Polar Harmonic Fourier Moments in Polar Coordinates for Robust Image Watermarking,
Reference 40
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 4b408cec-1e2a-464a-8917-3bae00044496 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers De-END: Decoder-Driven Watermarking Network,
Reference 41
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 e079fb9c-02d2-47db-bdae-59da5d8ff458 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Estimating the Secret Key of Spread Spectrum Watermarking Based on Equivalent Keys,
Reference 42
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 8c65395d-c61c-4a09-a638-4f8c2df1e63c · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Invisible Backdoor Triggers in Image Editing Model via Deep Watermarking
Reference 43
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 51e7b212-1336-4c18-ab09-8a92db3e1631 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Exploring Frequency Adversarial Attacks for Face Forgery Detection,
Reference 44
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 0371983e-94bb-4be6-a63e-694a22a46085 · outbound
Enhancing Robustness in Post-Processing Watermarking: An Ensemble Attack Network Using CNNs and Transformers Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity,
Reference 45
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.
No inbound Pith citation observations are available.