| Cover-separable Fixed Neural Network Steganography via Deep Generative Models | Jul 16, 2024 | Image SteganographySteganalysis | CodeCode Available | 1 | 5 |
| Payload-Independent Direct Cost Learning for Image Steganography | Jul 11, 2023 | Image SteganographyReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Image Disentanglement Autoencoder for Steganography Without Embedding | Jan 1, 2022 | DisentanglementDiversity | CodeCode Available | 1 | 5 |
| Empty Cities: a Dynamic-Object-Invariant Space for Visual SLAM | Oct 15, 2020 | Semantic SegmentationSteganalysis | CodeCode Available | 1 | 5 |
| DiffStega: Towards Universal Training-Free Coverless Image Steganography with Diffusion Models | Jul 15, 2024 | DiversityImage Steganography | CodeCode Available | 1 | 5 |
| Fixed Neural Network Steganography: Train the images, not the network | Sep 29, 2021 | DecoderImage Steganography | CodeCode Available | 1 | 5 |
| 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 | 5 |
| BASN -- Learning Steganography with Binary Attention Mechanism | Jul 9, 2019 | Image SteganographySteganalysis | CodeCode Available | 0 | 5 |
| Depth-wise separable convolutions and multi-level pooling for an efficient spatial CNN-based steganalysis | Aug 22, 2019 | Data AugmentationSteganalysis | CodeCode Available | 0 | 5 |
| Destruction of Image Steganography using Generative Adversarial Networks | Dec 20, 2019 | BlockingGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection | Nov 13, 2019 | Face GenerationSteganalysis | CodeCode Available | 0 | 5 |
| GSDFuse: Capturing Cognitive Inconsistencies from Multi-Dimensional Weak Signals in Social Media Steganalysis | May 20, 2025 | Data AugmentationFeature Engineering | CodeCode Available | 0 | 5 |
| BitMix: Data Augmentation for Image Steganalysis | Jun 30, 2020 | Data AugmentationSteganalysis | CodeCode Available | 0 | 5 |
| RNN-SM: Fast Steganalysis of VoIP Streams Using Recurrent Neural Network | Feb 15, 2018 | QuantizationSteganalysis | CodeCode Available | 0 | 5 |
| 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 | 5 |
| A Secure and Disambiguating Approach for Generative Linguistic Steganography | Aug 11, 2023 | Linguistic steganographySegmentation | CodeCode Available | 0 | 5 |
| STD-NET: Search of Image Steganalytic Deep-learning Architecture via Hierarchical Tensor Decomposition | Jun 12, 2022 | Model CompressionSteganalysis | CodeCode Available | 0 | 5 |
| CLPSTNet: A Progressive Multi-Scale Convolutional Steganography Model Integrating Curriculum Learning | Apr 23, 2025 | Image SteganographySSIM | CodeCode Available | 0 | 5 |
| Effective Message Hiding with Order-Preserving Mechanisms | Feb 29, 2024 | Image SteganographySteganalysis | CodeCode Available | 0 | 5 |
| SteganoGAN: High Capacity Image Steganography with GANs | Jan 12, 2019 | Image SteganographySteganalysis | CodeCode Available | 0 | 5 |
| Steganographic Generative Adversarial Networks | Mar 16, 2017 | Steganalysis | CodeCode Available | 0 | 5 |
| Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios | Nov 20, 2024 | Steganalysis | CodeCode Available | 0 | 5 |
| Structural Design of Convolutional Neural Networks for Steganalysis | Mar 30, 2016 | Steganalysis | CodeCode Available | 0 | 5 |
| SUDS: Sanitizing Universal and Dependent Steganography | Sep 23, 2023 | Steganalysis | CodeCode Available | 0 | 5 |
| Deep learning hierarchical representations for image steganalysis | Jun 1, 2016 | Binary ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Invisible Steganography via Generative Adversarial Networks | Jul 23, 2018 | Image SteganographySteganalysis | CodeCode Available | 0 | 5 |
| Fast and Effective Global Covariance Pooling Network for Image Steganalysis | Jul 2, 2019 | Steganalysis | CodeCode Available | 0 | 5 |
| IStego100K: Large-scale Image Steganalysis Dataset | Nov 13, 2019 | Steganalysis | CodeCode Available | 0 | 5 |
| A Siamese CNN for Image Steganalysis | Jul 30, 2020 | Steganalysis | CodeCode Available | 0 | 5 |
| Using Set Covering to Generate Databases for Holistic Steganalysis | Nov 7, 2022 | DiversityDomain Generalization | CodeCode Available | 0 | 5 |
| VStegNET: Video Steganography Networkusing Spatio-Temporal features andMicro-Bottleneck | Sep 1, 2019 | Image SteganographySSIM | CodeCode Available | 0 | 5 |
| Landscape More Secure Than Portrait? Zooming Into the Directionality of Digital Images With Security Implications | Jun 21, 2024 | Steganalysis | CodeCode Available | 0 | 5 |
| Yedrouj-Net: An efficient CNN for spatial steganalysis | Feb 26, 2018 | Steganalysis | CodeCode Available | 0 | 5 |
| Learning Rich Features for Image Manipulation Detection | May 13, 2018 | Image ManipulationImage Manipulation Detection | CodeCode Available | 0 | 5 |
| Leveraging Data Geometry to Mitigate CSM in Steganalysis | Oct 6, 2023 | Steganalysis | CodeCode Available | 0 | 5 |
| Dynamically Allocated Interval-Based Generative Linguistic Steganography with Roulette Wheel | Jan 28, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 | 5 |
| Natias: Neuron Attribution based Transferable Image Adversarial Steganography | Sep 8, 2024 | AttributeImage Steganography | CodeCode Available | 0 | 5 |
| Deep residual network for steganalysis of digital images | Sep 23, 2018 | Image SteganographyQuantization | CodeCode Available | 0 | 5 |
| Off-By-One Implementation Error in J-UNIWARD | May 31, 2023 | Steganalysis | —Unverified | 0 | 0 |
| 3D-VFD: A Victim-free Detector against 3D Adversarial Point Clouds | May 18, 2022 | Adversarial AttackSteganalysis | —Unverified | 0 | 0 |
| PixelSteganalysis: Destroying Hidden Information with a Low Degree of Visual Degradation | Jan 30, 2019 | Deep LearningImage Steganography | —Unverified | 0 | 0 |
| PixelSteganalysis: Pixel-wise Hidden Information Removal with Low Visual Degradation | Feb 28, 2019 | Steganalysis | —Unverified | 0 | 0 |
| Pseudo-label Based Domain Adaptation for Zero-Shot Text Steganalysis | Jun 1, 2024 | Domain AdaptationPseudo Label | —Unverified | 0 | 0 |
| Real-Time Steganalysis for Stream Media Based on Multi-channel Convolutional Sliding Windows | Feb 4, 2019 | Steganalysis | —Unverified | 0 | 0 |
| Linguistic Steganalysis via LLMs: Two Modes for Efficient Detection of Strongly Concealed Stego | Jun 6, 2024 | Steganalysis | —Unverified | 0 | 0 |
| Robust Superpixel-Guided Attentional Adversarial Attack | Jun 1, 2020 | Adversarial AttackSteganalysis | —Unverified | 0 | 0 |
| Semantic-Preserving Linguistic Steganography by Pivot Translation and Semantic-Aware Bins Coding | Mar 8, 2022 | Language ModellingLinguistic steganography | —Unverified | 0 | 0 |
| SSGAN: Secure Steganography Based on Generative Adversarial Networks | Jul 6, 2017 | Steganalysis | —Unverified | 0 | 0 |
| State-of-the-art Advances of Deep-learning Linguistic Steganalysis Research | Sep 3, 2024 | Linguistic steganographySteganalysis | —Unverified | 0 | 0 |
| Steganalysis of Image with Adaptively Parametric Activation | Mar 24, 2022 | Contrastive LearningDiversity | —Unverified | 0 | 0 |