Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T15:20:21.750660Z
Paper Citation Record · LEDGER
Image Steganography using Gaussian Markov Random Field Model
As of 16 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:1908.01483.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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
Reference resolution
28 of 28 outbound references displayed
- verified exact0
- verified fuzzy26
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation bfa6d0ce-3bd4-41e9-b8aa-783156ab9596 · outbound
This paper cites Designing steganographic distortion using directional filters,.
Image Steganography using Gaussian Markov Random Field Model Designing steganographic distortion using directional filters,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.243400Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 150bb6fe-cb04-4e6a-9828-3cba4b9fbd6a · outbound
This paper cites Universal distortion function for steganography in an arbitrary domain,.
Image Steganography using Gaussian Markov Random Field Model Universal distortion function for steganography in an arbitrary domain,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.227935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 489a0272-83cf-4f99-9786-ed8354cd14ee · outbound
This paper cites A new cost function for spatial image steganography,.
Image Steganography using Gaussian Markov Random Field Model A new cost function for spatial image steganography,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.211608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9caf9d3b-b234-47a8-90be-ed246009e47b · outbound
This paper cites Multivariate gaussian model for designing additive distortion for steganography,.
Image Steganography using Gaussian Markov Random Field Model Multivariate gaussian model for designing additive distortion for steganography,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.195428Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a2364fb7-25a7-4e1c-a001-fcb5df0843f5 · outbound
This paper cites Using high-dimensional image models to perform highly undetectable steganography,.
Image Steganography using Gaussian Markov Random Field Model Using high-dimensional image models to perform highly undetectable steganography,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.179344Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 318b02d0-4c6c-4b9c-999a-c858878f4744 · outbound
This paper cites Content-adaptive pentary steganography using the multivariate generalized gaussian cover model,.
Image Steganography using Gaussian Markov Random Field Model Content-adaptive pentary steganography using the multivariate generalized gaussian cover model,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.163284Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2dda568d-8961-4c2d-bde6-ac594a5970bf · outbound
This paper cites Content-adaptive steganog- raphy by minimizing statistical detectability,.
Image Steganography using Gaussian Markov Random Field Model Content-adaptive steganog- raphy by minimizing statistical detectability,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.147519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 421028b5-3af5-4e29-9b05-11cea365a80e · outbound
This paper cites Uniform embedding for efficient JPEG steganography,.
Image Steganography using Gaussian Markov Random Field Model Uniform embedding for efficient JPEG steganography,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.131491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 846f4129-1f50-4419-b9a0-ea1eeb332cc1 · outbound
This paper cites Using statistical image model for JPEG steganography: Uniform embedding revisited,.
Image Steganography using Gaussian Markov Random Field Model Using statistical image model for JPEG steganography: Uniform embedding revisited,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.116281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 607ab2a5-49d9-45e2-928e-1a5da65e29b0 · outbound
This paper cites A new distortion function design for jpeg steganography using the generalized uniform embedding strategy,.
Image Steganography using Gaussian Markov Random Field Model A new distortion function design for jpeg steganography using the generalized uniform embedding strategy,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.100340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 66643661-d554-48c8-bd61-ebc765b7f1e9 · outbound
This paper cites Efficient jpeg steganography using domain transformation of embedding entropy,.
Image Steganography using Gaussian Markov Random Field Model Efficient jpeg steganography using domain transformation of embedding entropy,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.082092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 45fa0d96-9931-4abe-8314-b2a5ec7385e1 · outbound
This paper cites Defining cost functions for adaptive jpeg steganography at the microscale,.
Image Steganography using Gaussian Markov Random Field Model Defining cost functions for adaptive jpeg steganography at the microscale,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.060962Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 59440cbd-14f4-41f9-9809-7554f575efe7 · outbound
This paper cites Minimizing additive distortion in steganography using syndrome-trellis codes,.
Image Steganography using Gaussian Markov Random Field Model Minimizing additive distortion in steganography using syndrome-trellis codes,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.042433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a6d18c4d-0a2e-4583-8130-776ca2affaed · outbound
This paper cites Estimating steganographic fisher information in real images,.
Image Steganography using Gaussian Markov Random Field Model Estimating steganographic fisher information in real images,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.027215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cd177a66-b62e-4423-a0ad-53412778a3f0 · outbound
This paper cites Rich models for steganalysis of digital images,.
Image Steganography using Gaussian Markov Random Field Model Rich models for steganalysis of digital images,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:22.011178Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9d0ea197-bea4-4b15-854c-2a075c8cfc83 · outbound
This paper cites Selection-channel-aware rich model for steganalysis of digital images,.
Image Steganography using Gaussian Markov Random Field Model Selection-channel-aware rich model for steganalysis of digital images,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:21.994933Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b6453229-56f3-4f13-8c0a-b50e4338f8d4 · outbound
This paper cites Break our steganographic system: the ins and outs of organizing BOSS,.
Image Steganography using Gaussian Markov Random Field Model Break our steganographic system: the ins and outs of organizing BOSS,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:21.979627Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 58be3581-9ba0-40ae-a63c-8162b9588d7c · outbound
This paper cites an unresolved cited work.
Image Steganography using Gaussian Markov Random Field Model Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T15:20:21.963519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 932b334c-9c24-4e2a-a679-d3fc72a991a1 · outbound
This paper cites Rue and L.
Image Steganography using Gaussian Markov Random Field Model Rue and L
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:21.948668Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6ecf0f7f-c2f0-4e42-974b-ca304a5cf669 · outbound
This paper cites Spatial interaction and the statistical analysis of lattice systems,.
Image Steganography using Gaussian Markov Random Field Model Spatial interaction and the statistical analysis of lattice systems,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:21.934039Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fcd842c3-d761-4457-92e0-c5054a95e6c3 · outbound
This paper cites Available: http://fourier.eng.hmc.edu/e161/lectures/ gaussianprocess/node7.html.
Image Steganography using Gaussian Markov Random Field Model Available: http://fourier.eng.hmc.edu/e161/lectures/ gaussianprocess/node7.html
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:21.918229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8062d9ba-eaa3-4f9d-81f2-072c0697bd58 · outbound
This paper cites Fisher information determines capacity of epsilon-secure steganography,.
Image Steganography using Gaussian Markov Random Field Model Fisher information determines capacity of epsilon-secure steganography,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:21.902405Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7f1b3f83-0e26-47ab-9b86-4fdb56adffba · outbound
This paper cites On a formula for the product-moment coefficient of any order of a normal frequency distribution in any number of variables,.
Image Steganography using Gaussian Markov Random Field Model On a formula for the product-moment coefficient of any order of a normal frequency distribution in any number of variables,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:21.885515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2b284402-10f6-4762-8516-b919f0de2a06 · outbound
This paper cites an unresolved cited work.
Image Steganography using Gaussian Markov Random Field Model Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T15:20:21.866312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5f8bcc85-8fff-4659-8d3b-c969345b6cd1 · outbound
This paper cites Katkovnik, K.
Image Steganography using Gaussian Markov Random Field Model Katkovnik, K
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:21.849986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 893a8847-f401-4add-849b-03f65607a9d3 · outbound
This paper cites A modification to the half-interval search (binary search) method,.
Image Steganography using Gaussian Markov Random Field Model A modification to the half-interval search (binary search) method,
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:21.830542Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d742180b-ae62-4de7-ab1f-bad1717bc508 · outbound
This paper cites Ensemble classifiers for ste- ganalysis of digital media,.
Image Steganography using Gaussian Markov Random Field Model Ensemble classifiers for ste- ganalysis of digital media,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:21.812282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1676b240-b149-4fde-92cd-b47df4e48874 · outbound
This paper cites Investigation on cost assignment in spatial image steganography,.
Image Steganography using Gaussian Markov Random Field Model Investigation on cost assignment in spatial image steganography,
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:20:21.794941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.