Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T17:49:39.748081Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 0 inbound Pith citation observations for arXiv:2509.05753.
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 2026-05-18T17:49:39.748081Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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
73 of 73 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f94e7896-5505-40ba-acd3-97656e0db506 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics When seeing isn’t believing [multimedia authentication technologies]
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 71c6b510-fbf1-4331-8add-fd4ebc7f7aff · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Can people identify original and manipulated photos of real-world scenes?
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation df54509a-aecd-4ae0-90aa-b8a46437daa4 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Deepfakes and the new disinformation war
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d002b314-c82a-478e-a76e-bb16b0b954dc · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Will deepfakes do deep damage?
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 22695987-b7d8-4e2d-a85b-b45378ea288e · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Generative adversarial networks
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ca571aac-d1a4-44c5-8567-028295b01ba8 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics The creation and detection of deepfakes: A survey
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fb3da7c6-737d-4ac4-94f7-f91dea241db4 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Real-time expression transfer for facial reenactment
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3f7f4cea-f5e3-4e29-a05e-3163881f0d39 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Neural photo editing with introspective adversarial networks
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cb9de495-8a9d-46cb-925a-b93593ff7a1c · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Deep video portraits
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a3b3f40c-caaa-41fb-bb47-2033affd59b8 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Face2Face: Real-time face capture and reenactment of RGB videos
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 03724e37-fa8c-413f-8467-f68ece663337 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics X2Face: A network for controlling face generation using images, audio, and pose codes
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b69a6fea-43f5-43cc-8d60-64eb794db91e · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Neural rendering and reenactment of human actor videos
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 16159244-bb9a-46e1-b75d-f69140e415f5 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Neural voice puppetry: Audio-driven facial reenactment
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 956f3954-8a8d-47b9-a3da-aea7df6eeeea · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Photorealistic text-to-image diffusion models with deep language understanding
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9034e30a-da2c-4f58-9b33-0b62bbb2db54 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics The spreading of misinformation online
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b02fe859-ee57-484c-8281-af11d1c8fc9a · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Beyond misinformation: Understanding and coping with the “post-truth
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 40f1e2f8-8166-458b-9b01-5459e4aa4f51 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics The science of fake news
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ca88aaf1-71a3-4658-907f-439f4cd2b3d2 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics The spread of true and false news online
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b9df8fc7-8588-4747-ab19-673353446261 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Next-generation digital forensics
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 68e32440-ede5-4464-9874-aa436dff39b5 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Digital image forensics
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fa59bcdd-5710-45ef-b4b6-d40d5d9eb759 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Image forgery detection
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2d0ecfad-7cdd-4fa2-9947-93d84a226ab3 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Vision of the unseen: Current trends and challenges in digital image and video forensics
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 54c59901-4f49-4e02-a447-48319ed40ede · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Forensic detection of image manipulation using statistical intrinsic fingerprints
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 40240739-d226-49e3-ac8f-70307ddd78d7 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Learning rich features for image manipulation detection
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3aff8629-6222-4da3-8a30-e24a2d961b35 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Defending against neural fake news
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bf37cec7-0297-4510-a342-bd655e90a098 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Do GANs leave artificial fingerprints?
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 13a459c3-845c-4e11-846c-9a5c13e6f773 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Computational sensor fingerprints
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5585a43a-4ac6-4712-98f0-a0cc548d3aa5 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics De- tectGPT: Zero-shot machine-generated text detection using probability curvature
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3b399cbc-a7cb-4a6c-ab94-844587ac44a6 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics In ictu oculi: Exposing AI created fake videos by detecting eye blinking
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1feebdbf-77f4-43d4-85de-7fe4531b3781 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Exposing deep fakes using inconsistent head poses
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 83dd7c77-ffc5-4cd9-8ce3-6a2c3231a3d4 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics FaceForensics++: Learning to detect manipulated facial images
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b01c9c6e-a3fd-485b-b6e2-332a9aaf0bb3 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics FakeCatcher: Detection of synthetic portrait videos using biological signals
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation af56595f-0083-47ae-83b9-7ff2b4c8907a · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Face X-ray for more general face forgery detection
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 119c3b42-482d-49d4-9466-0cd26422e158 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Face forensics in the wild
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8d5cda34-ace0-46ca-80d9-025e64b52642 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Lips don’t lie: A generalisable and robust approach to face forgery detection
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e456f7ff-e52f-4208-ad30-1403bdc4093e · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Detecting deepfakes with self-blended images
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b7f4d123-40a4-4b9d-b03d-92d4a7ea37f1 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2f720e59-2201-4082-9b36-e10b18f2586d · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics The trustworthy digital camera: Restoring credibility to the photographic image
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b13f079c-cc5a-48c3-b49e-9cadfe8e47e6 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Multimedia data- embedding and watermarking technologies
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 38baee08-d390-4e14-b88b-06ac09096801 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Information hiding—A survey
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 309cdf52-86b7-47bd-8050-c32765bfef64 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Multimedia watermarking techniques
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6f778261-8a17-441b-b5d9-01087790bce0 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics The use of watermarks in the protection of digital multimedia products
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1cb0c743-a452-4dbe-a1d6-61af2511eb77 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Watermarking as communications with side information
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2d91056d-cade-41f8-a43e-33e6f84decdc · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Cyber vaccine for deepfake immunity
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0a31c1a5-c81c-49d6-8d8d-0f2e953d0837 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Secure spread spectrum watermarking for multimedia
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c79dfd80-c61b-4331-adcf-f13de9d89c88 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics A DCT-domain system for robust image watermarking
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e436a81c-d31e-40e5-83b1-5fd26c4493d8 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics An SVD-based watermarking scheme for protecting rightful ownership
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8a3d9bfd-9e6e-4e6e-ae71-8fb86b58d0dc · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Distortion agnostic deep watermarking
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c0dc38ca-6cb1-4549-8c26-2f4e6b5ae3e2 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics A watermark for large language models
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 96e586a4-47d3-4fcd-ae00-db8a6726c782 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics The stable signature: Rooting watermarks in latent diffusion models
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f5876ef3-d88f-4e86-baa2-d43cb23a302d · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Proactive detection of voice cloning with localized watermark- ing
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4f5ca21e-db4a-4166-9fcd-8bff0d98e017 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Scalable watermarking for identifying large language model outputs
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9a63b357-dc75-4668-866a-e2b24d02ca9a · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics An invisible watermarking technique for image verification
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dbbc02fd-dfbc-4cd5-884b-cfb72f7bec3e · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Image watermarking for tamper detection
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 47cf2cd4-efe0-4aeb-a5f0-8f1d9dfd8b8c · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Watermarking for image authentication
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 669f177e-47b1-4cb0-9dcc-54ee8e7981d1 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Secret and public key image watermarking schemes for image authentication and ownership verification
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f3fa3337-4a5d-49e3-a8ed-b64d06b66a1c · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Proactive deepfake defence via identity watermarking
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation abc70372-925e-4807-9ab4-daefcd4fd809 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics FaceSigns: Semi-fragile watermarks for media authen- tication
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 225eb70f-e8bb-4a64-a2ac-7f70f5b457e3 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Proactive image manipulation detection via deep semi-fragile watermark
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e4070f2d-3a1a-447c-9320-d680bacc9b5c · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Image provenance analysis at scale
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1d139d38-598f-4c75-846e-a12fff7318d7 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Beyond pixels: Image provenance analysis leveraging metadata
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d728ced8-13ef-403b-a342-b6dbb8bec172 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Discovering image manipulation history by pairwise relation and forensics tools
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 426a800e-e2cd-4ee1-8801-17f3a9ebd89f · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Media forensics on social media platforms: A survey
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 49bf99fc-1413-42ac-91ca-9dd34db49111 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics MFC-Prov: Media forensics challenge image provenance evaluation and data analysis on large-scale datasets
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 66a542c2-923f-4f40-8177-53a577e0a4de · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics SoK: Timeline based event reconstruction for digital forensics: Terminology, methodology, and current challenges
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dafe0056-94ec-4f2e-b549-77c116832379 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Abduction, tomography, and other inverse problems
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 51a03c31-da2e-4b95-8c6f-1057aa33b7f3 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics The inference to the best explanation
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8aee4e5a-2f0f-4a95-a21b-4a0b41d6b02c · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Digital watermarking for telltale tamper proofing and authentication
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f6f60d91-5270-41bf-81be-08dd9e22f917 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Microsoft COCO: Common objects in context
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3e810250-0f6d-4aae-bf28-fbc54b41dcc1 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics U-Net: Convolutional net- works for biomedical image segmentation
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b1e08f50-77b4-4d4b-b4b3-166500332b55 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Deep residual learning for image recognition
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 23fd8a6e-ace3-41bc-ba2a-0f21fe87869b · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics CBAM: Convolutional block attention module
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b8b26a4d-9534-4739-9ea9-5fcccbc81ca1 · outbound
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics High-resolution image synthesis with latent diffusion models
Reference 73
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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
No inbound Pith citation observations are available.