mlsanityData to 7 Oct 2026

StegExpose - A Tool for Detecting LSB Steganography

arXiv 1410.6656 ↗First posted 24 Oct 2014cs.MM cs.CRcited by 25

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Abstract (arXiv)

Steganalysis tools play an important part in saving time and providing new angles of attack for forensic analysts. StegExpose is a solution designed for use in the real world, and is able to analyse images for LSB steganography in bulk using proven attacks in a time efficient manner. When steganalytic methods are combined intelligently, they are able generate even more accurate results. This is the prime focus of StegExpose.

Key facts. Cited by 25 papers in the map (data through 7 Oct 2026). First posted on arXiv 24 Oct 2014.

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 3; 2022: 2; 2023: 6; 2024: 8; 2025: 3; 2026: 3.

25 papers.

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  1. 2023EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protectioncited by 109
  2. 2023CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganographycited by 50
  3. 2024V2A-Mark: Versatile Deep Visual-Audio Watermarking for Manipulation Localization and Copyright Protectioncited by 27
  4. 2024GS-Hider: Hiding Messages into 3D Gaussian Splattingcited by 26
  5. 2021Data Hiding with Deep Learning: A Survey Unifying Digital Watermarking and Steganographycited by 23
  6. 2023Large-capacity and Flexible Video Steganography via Invertible Neural Networkcited by 20
  7. 2022Learning to Immunize Images for Tamper Localization and Self-Recoverycited by 19
  8. 2024GuardSplat: Efficient and Robust Watermarking for 3D Gaussian Splattingcited by 18
  9. 2025All That Glitters Is Not Gold: Key-Secured 3D Secrets within 3D Gaussian Splattingcited by 15
  10. 2024Purified and Unified Steganographic Networkcited by 10
  11. 2021A Brief Survey on Deep Learning Based Data Hidingcited by 9
  12. 2022Hiding Images in Deep Probabilistic Modelscited by 5
13 more
  1. 2023Learning Iterative Neural Optimizers for Image Steganographycited by 4
  2. 2025GaussianSeal: Rooting Adaptive Watermarks for 3D Gaussian Generation Modelcited by 4
  3. 2024Protect-Your-IP: Scalable Source-Tracing and Attribution against Personalized Generationcited by 3
  4. 2021Multitask Identity-Aware Image Steganography via Minimax Optimizationcited by 2
  5. 2023Securing Fixed Neural Network Steganographycited by 2
  6. 2024Cover-separable Fixed Neural Network Steganography via Deep Generative Modelscited by 2
  7. 2023Image Data Hiding in Neural Compressed Latent Representationscited by 0
  8. 2024CausalVE: Face Video Privacy Encryption via Causal Video Predictioncited by 0
  9. 2024StegaINR4MIH: steganography by implicit neural representation for multi-image hidingcited by 0
  10. 2025S2LM: Towards Semantic Steganography via Large Language Modelscited by 0
  11. 2026IBRSteG: Learning a Generalizable Steganography Framework for 3D Gaussian Splattingcited by 0
  12. 2026No Prompt, No Leaks: A Robust Generative Steganography Framework via Prompt-Free Diffusioncited by 0
  13. 2026StegGNN: Learning Graphical Representation for Image Steganographycited by 0