| Deep learning is a good steganalysis tool when embedding key is reused for different images, even if there is a cover source-mismatch | Nov 16, 2015 | Steganalysis | —Unverified | 0 |
| Deep Steganalysis: End-to-End Learning with Supervisory Information beyond Class Labels | Jun 27, 2018 | Steganalysis | —Unverified | 0 |
| Deniable Steganography | May 25, 2022 | Steganalysis | —Unverified | 0 |
| Detecting Adversarial Examples by Additional Evidence from Noise Domain | Jan 1, 2021 | Steganalysis | —Unverified | 0 |
| Detection based Defense against Adversarial Examples from the Steganalysis Point of View | Jun 21, 2018 | Steganalysis | —Unverified | 0 |
| DNA Steganalysis Using Deep Recurrent Neural Networks | Apr 27, 2017 | Steganalysis | —Unverified | 0 |
| Double-Flow-based Steganography without Embedding for Image-to-Image Hiding | Nov 25, 2023 | Steganalysis | —Unverified | 0 |
| Exploiting Language Model for Efficient Linguistic Steganalysis | Jul 26, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FIIH: Fully Invertible Image Hiding for Secure and Robust | Jul 24, 2024 | Steganalysis | —Unverified | 0 |
| Forensic Video Steganalysis in Spatial Domain by Noise Residual Convolutional Neural Network | May 29, 2023 | Steganalysis | —Unverified | 0 |
| Generalized Local Optimality for Video Steganalysis in Motion Vector Domain | Dec 22, 2021 | SteganalysisVideo Prediction | —Unverified | 0 |
| Generative Steganography Network | Jul 28, 2022 | Image GenerationSteganalysis | —Unverified | 0 |
| Graph Representation Learning for Spatial Image Steganalysis | Oct 3, 2021 | Graph LearningGraph Representation Learning | —Unverified | 0 |
| Green Steganalyzer: A Green Learning Approach to Image Steganalysis | Jun 6, 2023 | Self-Supervised LearningSteganalysis | —Unverified | 0 |
| CLPSTNet: A Progressive Multi-Scale Convolutional Steganography Model Integrating Curriculum Learning | Apr 23, 2025 | Image SteganographySSIM | CodeCode Available | 0 |
| SUDS: Sanitizing Universal and Dependent Steganography | Sep 23, 2023 | Steganalysis | CodeCode Available | 0 |
| STD-NET: Search of Image Steganalytic Deep-learning Architecture via Hierarchical Tensor Decomposition | Jun 12, 2022 | Model CompressionSteganalysis | CodeCode Available | 0 |
| Deep learning hierarchical representations for image steganalysis | Jun 1, 2016 | Binary ClassificationDeep Learning | CodeCode Available | 0 |
| Using Set Covering to Generate Databases for Holistic Steganalysis | Nov 7, 2022 | DiversityDomain Generalization | CodeCode Available | 0 |
| Deep residual network for steganalysis of digital images | Sep 23, 2018 | Image SteganographyQuantization | CodeCode Available | 0 |
| GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection | Nov 13, 2019 | Face GenerationSteganalysis | CodeCode Available | 0 |
| VStegNET: Video Steganography Networkusing Spatio-Temporal features andMicro-Bottleneck | Sep 1, 2019 | Image SteganographySSIM | CodeCode Available | 0 |
| Depth-wise separable convolutions and multi-level pooling for an efficient spatial CNN-based steganalysis | Aug 22, 2019 | Data AugmentationSteganalysis | CodeCode Available | 0 |
| Destruction of Image Steganography using Generative Adversarial Networks | Dec 20, 2019 | BlockingGenerative Adversarial Network | CodeCode Available | 0 |
| SteganoGAN: High Capacity Image Steganography with GANs | Jan 12, 2019 | Image SteganographySteganalysis | CodeCode Available | 0 |
| Invisible Steganography via Generative Adversarial Networks | Jul 23, 2018 | Image SteganographySteganalysis | CodeCode Available | 0 |
| BitMix: Data Augmentation for Image Steganalysis | Jun 30, 2020 | Data AugmentationSteganalysis | CodeCode Available | 0 |
| RNN-SM: Fast Steganalysis of VoIP Streams Using Recurrent Neural Network | Feb 15, 2018 | QuantizationSteganalysis | CodeCode Available | 0 |
| IStego100K: Large-scale Image Steganalysis Dataset | Nov 13, 2019 | Steganalysis | CodeCode Available | 0 |
| Effective Message Hiding with Order-Preserving Mechanisms | Feb 29, 2024 | Image SteganographySteganalysis | CodeCode Available | 0 |
| Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios | Nov 20, 2024 | Steganalysis | CodeCode Available | 0 |
| BASN -- Learning Steganography with Binary Attention Mechanism | Jul 9, 2019 | Image SteganographySteganalysis | CodeCode Available | 0 |
| Steganographic Generative Adversarial Networks | Mar 16, 2017 | Steganalysis | CodeCode Available | 0 |
| Fast and Effective Global Covariance Pooling Network for Image Steganalysis | Jul 2, 2019 | Steganalysis | CodeCode Available | 0 |
| Landscape More Secure Than Portrait? Zooming Into the Directionality of Digital Images With Security Implications | Jun 21, 2024 | Steganalysis | CodeCode Available | 0 |
| A study on the invariance in security whatever the dimension of images for the steganalysis by deep-learning | Feb 22, 2023 | Steganalysis | CodeCode Available | 0 |
| Learning Rich Features for Image Manipulation Detection | May 13, 2018 | Image ManipulationImage Manipulation Detection | CodeCode Available | 0 |
| Leveraging Data Geometry to Mitigate CSM in Steganalysis | Oct 6, 2023 | Steganalysis | CodeCode Available | 0 |
| Dynamically Allocated Interval-Based Generative Linguistic Steganography with Roulette Wheel | Jan 28, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| SCReedSolo: A Secure and Robust LSB Image Steganography Framework with Randomized Symmetric Encryption and Reed-Solomon Coding | Mar 16, 2025 | Image SteganographySteganalysis | CodeCode Available | 0 |
| Natias: Neuron Attribution based Transferable Image Adversarial Steganography | Sep 8, 2024 | AttributeImage Steganography | CodeCode Available | 0 |
| GSDFuse: Capturing Cognitive Inconsistencies from Multi-Dimensional Weak Signals in Social Media Steganalysis | May 20, 2025 | Data AugmentationFeature Engineering | CodeCode Available | 0 |
| Yedrouj-Net: An efficient CNN for spatial steganalysis | Feb 26, 2018 | Steganalysis | CodeCode Available | 0 |
| Structural Design of Convolutional Neural Networks for Steganalysis | Mar 30, 2016 | Steganalysis | CodeCode Available | 0 |
| A Siamese CNN for Image Steganalysis | Jul 30, 2020 | Steganalysis | CodeCode Available | 0 |
| A Secure and Disambiguating Approach for Generative Linguistic Steganography | Aug 11, 2023 | Linguistic steganographySegmentation | CodeCode Available | 0 |